{
  "Applicatifs Métiers": {
    "Industrie & Production": {
      "Description": "Logiciels dédiés à la fabrication industrielle, la maintenance préventive et corrective, et la planification de la production en environnement manufacturier.",
      "keywords": [
        "industrie",
        "production",
        "fabrication",
        "manufacturier",
        "manufacturing",
        "industrial",
        "factory",
        "planning",
        "maintenance",
        "usine"
      ],
      "Sous-secteurs": {
        "ERP Industriels": {
          "Description": "Systèmes de gestion intégrés spécialisés pour l'industrie, couvrant la production, stocks, achats et qualité.",
          "keywords": [
            "ERP",
            "gestion",
            "production",
            "stocks",
            "achats",
            "qualité",
            "industrial",
            "manufacturing",
            "integrated",
            "inventory",
            "purchasing",
            "quality"
          ],
          "Exemples": [
            "SAP Manufacturing",
            "Sage X3 Industrie",
            "Epicor",
            "IFS Applications"
          ]
        },
        "MES Manufacturing Execution System": {
          "Description": "Systèmes d'exécution de la production en temps réel, assurant le suivi et le contrôle des opérations sur le terrain.",
          "keywords": [
            "MES",
            "execution",
            "production",
            "temps-réel",
            "suivi",
            "contrôle",
            "real-time",
            "shop-floor",
            "tracking",
            "operations"
          ],
          "Exemples": [
            "Apriso",
            "Siemens Opcenter",
            "Rockwell FactoryTalk",
            "Dassault DELMIA"
          ]
        },
        "Maintenance GMAO": {
          "Description": "Gestion de la maintenance assistée par ordinateur pour planifier, suivre et optimiser les interventions préventives et curatives.",
          "keywords": [
            "GMAO",
            "maintenance",
            "préventive",
            "curative",
            "intervention",
            "CMMS",
            "computerized",
            "preventive",
            "corrective",
            "asset"
          ],
          "Exemples": [
            "Carl Source",
            "Infor EAM",
            "Fiix",
            "IBM Maximo"
          ]
        },
        "Planification Production": {
          "Description": "Outils d'ordonnancement et de planification avancée de la production (APS) pour optimiser les ressources et délais.",
          "keywords": [
            "planification",
            "ordonnancement",
            "APS",
            "scheduling",
            "optimisation",
            "ressources",
            "planning",
            "capacity",
            "délais",
            "production"
          ],
          "Exemples": [
            "Preactor",
            "DELMIA",
            "Asprova",
            "Ortems"
          ]
        },
        "Qualité & Contrôle": {
          "Description": "Systèmes de gestion de la qualité (QMS) pour contrôle qualité, non-conformités, audits et amélioration continue.",
          "keywords": [
            "qualité",
            "QMS",
            "contrôle",
            "non-conformités",
            "audits",
            "amélioration",
            "quality",
            "control",
            "compliance",
            "continuous",
            "assurance"
          ],
          "Exemples": [
            "Trackwise",
            "ETQ",
            "MasterControl",
            "Arena QMS",
            "Qualio"
          ]
        },
        "IoT & Industrie 4.0": {
          "Description": "Plateformes IoT industriel pour connecter machines, analyser données capteurs et optimiser production en temps réel.",
          "keywords": [
            "IoT",
            "capteurs",
            "machines",
            "connectées",
            "données",
            "optimisation",
            "sensors",
            "connected",
            "smart",
            "factory",
            "4.0"
          ],
          "Exemples": [
            "ThingWorx",
            "Siemens MindSphere",
            "GE Predix",
            "Azure IoT",
            "AWS IoT"
          ]
        }
      }
    },
    "Développement Logiciel & IDE": {
      "Description": "Plateformes et outils dédiés au cycle complet de développement logiciel : édition de code, gestion de versions, intégration continue, tests automatisés, déploiement et collaboration entre développeurs.",
      "keywords": [
        "développement",
        "logiciel",
        "IDE",
        "code",
        "versions",
        "intégration",
        "tests",
        "déploiement",
        "software",
        "development",
        "version",
        "continuous",
        "automated",
        "deployment"
      ],
      "Sous-secteurs": {
        "IDE Environnements de Développement": {
          "Description": "Environnements intégrés pour l'édition, le débogage et la compilation de code dans différents langages.",
          "keywords": [
            "IDE",
            "environnement",
            "développement",
            "édition",
            "débogage",
            "compilation",
            "integrated",
            "editor",
            "debugging",
            "syntax"
          ],
          "Exemples": [
            "Visual Studio Code",
            "IntelliJ IDEA",
            "PyCharm",
            "Eclipse",
            "Xcode",
            "Android Studio"
          ]
        },
        "Gestion de Versions": {
          "Description": "Systèmes de contrôle de versions pour gérer l'historique du code source et faciliter la collaboration en équipe.",
          "keywords": [
            "gestion",
            "versions",
            "contrôle",
            "historique",
            "collaboration",
            "version",
            "control",
            "repository",
            "branching",
            "merging",
            "Git"
          ],
          "Exemples": [
            "Git",
            "GitHub",
            "GitLab",
            "Bitbucket",
            "Azure Repos"
          ]
        },
        "CI/CD & Automatisation": {
          "Description": "Plateformes d'intégration et de déploiement continus pour automatiser les tests, builds et mises en production.",
          "keywords": [
            "CI/CD",
            "intégration",
            "déploiement",
            "automatisation",
            "tests",
            "builds",
            "continuous",
            "automation",
            "pipeline",
            "jenkins"
          ],
          "Exemples": [
            "Jenkins",
            "GitHub Actions",
            "GitLab CI",
            "CircleCI",
            "Travis CI"
          ]
        },
        "Gestion de Dépendances & Build": {
          "Description": "Outils de gestion des bibliothèques externes et d'automatisation de la compilation et du packaging.",
          "keywords": [
            "dépendances",
            "bibliothèques",
            "compilation",
            "packaging",
            "build",
            "dependency",
            "libraries",
            "maven",
            "gradle",
            "npm"
          ],
          "Exemples": [
            "Maven",
            "Gradle",
            "npm",
            "Yarn",
            "pip",
            "NuGet"
          ]
        },
        "Débogage & Profiling": {
          "Description": "Outils d'analyse et de diagnostic pour identifier les bugs, fuites mémoire et goulots d'étranglement.",
          "keywords": [
            "débogage",
            "profiling",
            "analyse",
            "diagnostic",
            "bugs",
            "mémoire",
            "goulots",
            "debugging",
            "performance",
            "bottlenecks",
            "profiler"
          ],
          "Exemples": [
            "GDB",
            "Chrome DevTools",
            "dotTrace",
            "Visual Studio Debugger"
          ]
        }
      }
    },
    "Conception Ingénierie & BTP": {
      "Description": "Logiciels de conception assistée par ordinateur, modélisation 3D, simulation numérique et gestion complète de projets de construction pour ingénieurs, architectes et entreprises du bâtiment et des travaux publics.",
      "keywords": [
        "conception",
        "ingénierie",
        "BTP",
        "CAO",
        "modélisation",
        "3D",
        "simulation",
        "construction",
        "architecte",
        "engineering",
        "CAD",
        "building",
        "architecture"
      ],
      "Sous-secteurs": {
        "CAO DAO 3D": {
          "Description": "Conception et dessin assistés par ordinateur en 2D/3D pour la mécanique, l'architecture et l'ingénierie.",
          "keywords": [
            "CAO",
            "DAO",
            "conception",
            "dessin",
            "2D",
            "3D",
            "mécanique",
            "architecture",
            "CAD",
            "drafting",
            "mechanical",
            "design"
          ],
          "Exemples": [
            "AutoCAD",
            "SolidWorks",
            "CATIA",
            "Revit",
            "SketchUp",
            "Fusion 360"
          ]
        },
        "Simulation & Calcul Numérique": {
          "Description": "Logiciels de simulation physique et de calculs par éléments finis pour valider les conceptions avant production.",
          "keywords": [
            "simulation",
            "calcul",
            "numérique",
            "éléments",
            "finis",
            "validation",
            "conception",
            "FEA",
            "finite",
            "physics",
            "ansys"
          ],
          "Exemples": [
            "Ansys",
            "COMSOL",
            "Abaqus",
            "MATLAB Simulink",
            "Altair HyperWorks"
          ]
        },
        "BIM Building Information Modeling": {
          "Description": "Maquette numérique du bâtiment permettant la collaboration entre corps de métiers et la gestion du cycle de vie.",
          "keywords": [
            "BIM",
            "maquette",
            "numérique",
            "bâtiment",
            "collaboration",
            "métiers",
            "lifecycle",
            "building",
            "modeling",
            "construction"
          ],
          "Exemples": [
            "Archicad",
            "Tekla Structures",
            "Allplan",
            "BIM 360"
          ]
        },
        "PLM Product Lifecycle Management": {
          "Description": "Gestion du cycle de vie des produits de la conception à la fin de vie, incluant données techniques et collaboration.",
          "keywords": [
            "PLM",
            "Product",
            "Lifecycle",
            "Management",
            "cycle",
            "vie",
            "produit",
            "conception",
            "données",
            "techniques",
            "collaboration",
            "data",
            "engineering"
          ],
          "Exemples": [
            "Siemens Teamcenter",
            "Windchill",
            "Enovia",
            "Arena PLM"
          ]
        },
        "Suivi Chantier & BTP": {
          "Description": "Applications mobiles et plateformes pour le suivi en temps réel des chantiers, rapports et coordination.",
          "keywords": [
            "suivi",
            "chantier",
            "BTP",
            "temps",
            "réel",
            "rapports",
            "coordination",
            "mobile",
            "construction",
            "site",
            "realtime",
            "tracking",
            "project",
            "field",
            "reporting"
          ],
          "Exemples": [
            "Procore",
            "PlanRadar",
            "Sogelink",
            "BatiScript"
          ]
        },
        "Devis & Coûts BTP": {
          "Description": "Logiciels de chiffrage, estimation des coûts et gestion des devis pour les projets de construction.",
          "keywords": [
            "devis",
            "coûts",
            "chiffrage",
            "estimation",
            "projets",
            "construction",
            "cost",
            "bidding",
            "costs",
            "project",
            "costing",
            "quantity",
            "surveying"
          ],
          "Exemples": [
            "Attic+",
            "Onaya",
            "Sage Batigest",
            "Batiprix"
          ]
        },
        "Planification BTP": {
          "Description": "Outils de planification de projet, gestion des ressources et diagrammes de Gantt pour le BTP.",
          "keywords": [
            "planification",
            "BTP",
            "gestion",
            "ressources",
            "diagrammes",
            "Gantt",
            "projets",
            "project",
            "planning",
            "resource",
            "management",
            "charts",
            "construction",
            "scheduling"
          ],
          "Exemples": [
            "MS Project",
            "Asta Powerproject",
            "Primavera P6"
          ]
        }
      }
    },
    "Logistique & Supply Chain": {
      "Description": "Solutions de gestion des flux logistiques, entreposage, transport, approvisionnements et optimisation globale de la chaîne d'approvisionnement pour maximiser l'efficacité et réduire les coûts.",
      "keywords": [
        "logistique",
        "supply",
        "chain",
        "flux",
        "entreposage",
        "transport",
        "approvisionnement",
        "chaîne",
        "logistics",
        "warehousing",
        "transportation",
        "procurement",
        "optimization"
      ],
      "Sous-secteurs": {
        "WMS Warehouse Management System": {
          "Description": "Systèmes de gestion d'entrepôt pour optimiser le stockage, les préparations de commandes et les inventaires.",
          "keywords": [
            "WMS",
            "Warehouse",
            "Management",
            "System",
            "gestion",
            "entrepôt",
            "stockage",
            "préparation",
            "commandes",
            "inventaires",
            "inventory",
            "order",
            "picking",
            "storage",
            "optimization"
          ],
          "Exemples": [
            "Manhattan Associates",
            "Reflex",
            "Generix",
            "SAP EWM",
            "Oracle WMS"
          ]
        },
        "TMS Transport Management System": {
          "Description": "Gestion des opérations de transport : planification des tournées, optimisation des coûts et suivi des livraisons.",
          "keywords": [
            "TMS",
            "Transport",
            "Management",
            "System",
            "gestion",
            "planification",
            "tournées",
            "optimisation",
            "coûts",
            "suivi",
            "livraisons",
            "transportation",
            "route",
            "planning",
            "delivery",
            "tracking",
            "freight"
          ],
          "Exemples": [
            "OMP",
            "SAP TM",
            "Transporeon",
            "Shippeo",
            "BluJay Solutions"
          ]
        },
        "Supply Chain Planning": {
          "Description": "Planification et optimisation de la supply chain : prévisions de demande, gestion des stocks et S&OP.",
          "keywords": [
            "supply",
            "chain",
            "planning",
            "planification",
            "prévisions",
            "demande",
            "gestion",
            "stocks",
            "S&OP",
            "demand",
            "forecasting",
            "inventory",
            "sales",
            "operations"
          ],
          "Exemples": [
            "Kinaxis",
            "o9 Solutions",
            "Blue Yonder",
            "Anaplan"
          ]
        },
        "Douane & Commerce International": {
          "Description": "Solutions de gestion douanière, conformité réglementaire internationale et documentation import-export.",
          "keywords": [
            "douane",
            "commerce",
            "international",
            "conformité",
            "réglementaire",
            "import-export",
            "documentation",
            "customs",
            "trade",
            "regulatory",
            "compliance"
          ],
          "Exemples": [
            "Amber Road",
            "Descartes",
            "Thomson Reuters Onesource",
            "E2open"
          ]
        }
      }
    },
    "Commerce & Retail": {
      "Description": "Solutions complètes dédiées à la vente au détail, au merchandising, à la gestion des points de vente physiques et en ligne, et à l'analyse du comportement consommateur.",
      "keywords": [
        "commerce",
        "retail",
        "vente",
        "détail",
        "merchandising",
        "point",
        "ecommerce",
        "comportement",
        "consommateur",
        "management",
        "sale",
        "consumer",
        "behavior",
        "sales",
        "analytics"
      ],
      "Sous-secteurs": {
        "POS Point of Sale": {
          "Description": "Systèmes de caisse et d'encaissement pour points de vente physiques avec gestion des paiements et stocks.",
          "keywords": [
            "POS",
            "Point",
            "Sale",
            "caisse",
            "encaissement",
            "paiements",
            "stocks",
            "checkout",
            "payment",
            "processing",
            "cash",
            "register",
            "retail"
          ],
          "Exemples": [
            "Lightspeed",
            "Square",
            "Cegid Retail",
            "Clover",
            "Vend"
          ]
        },
        "Merchandising & Stocks": {
          "Description": "Outils de gestion des assortiments, réapprovisionnement automatique et optimisation des stocks en retail.",
          "keywords": [
            "merchandising",
            "assortiments",
            "réapprovisionnement",
            "optimisation",
            "stocks",
            "retail",
            "merchandise",
            "planning",
            "inventory",
            "optimization",
            "assortment",
            "replenishment"
          ],
          "Exemples": [
            "Relex",
            "Generix",
            "Cegid Orli",
            "JDA"
          ]
        },
        "Ecommerce": {
          "Description": "Plateformes de commerce électronique pour créer et gérer des boutiques en ligne avec paiement intégré.",
          "keywords": [
            "ecommerce",
            "commerce",
            "électronique",
            "boutique",
            "en",
            "ligne",
            "paiement",
            "online",
            "store",
            "platform",
            "shopping",
            "digital"
          ],
          "Exemples": [
            "Shopify",
            "Magento",
            "Prestashop",
            "WooCommerce",
            "BigCommerce"
          ]
        },
        "Retail Analytics": {
          "Description": "Analyse des données de vente, comportement client et performance des produits pour le retail.",
          "keywords": [
            "retail",
            "analytics",
            "données",
            "vente",
            "comportement",
            "client",
            "performance",
            "produits",
            "sales",
            "data",
            "customer",
            "behavior",
            "product",
            "intelligence"
          ],
          "Exemples": [
            "NielsenIQ",
            "RetailNext",
            "Edited",
            "Trax"
          ]
        }
      }
    },
    "Agriculture & Agroalimentaire": {
      "Description": "Outils numériques pour la gestion des exploitations agricoles, la traçabilité alimentaire de la ferme à l'assiette, et la transformation agroalimentaire industrielle.",
      "keywords": [
        "agriculture",
        "agroalimentaire",
        "exploitation",
        "agricole",
        "traçabilité",
        "alimentaire",
        "transformation",
        "farming",
        "food",
        "industry",
        "agricultural",
        "management",
        "traceability",
        "agribusiness"
      ],
      "Sous-secteurs": {
        "Gestion Agricole": {
          "Description": "Logiciels de gestion d'exploitation pour la planification des cultures, traçabilité parcellaire et comptabilité agricole.",
          "keywords": [
            "gestion",
            "agricole",
            "exploitation",
            "planification",
            "cultures",
            "traçabilité",
            "parcellaire",
            "comptabilité",
            "farm",
            "management",
            "crop",
            "planning",
            "field",
            "traceability",
            "agricultural",
            "accounting"
          ],
          "Exemples": [
            "SMAG",
            "Ekylibre",
            "Isagri",
            "Mes Parcelles"
          ]
        },
        "Traçabilité Qualité": {
          "Description": "Systèmes de traçabilité et contrôle qualité pour suivre les produits du champ au consommateur.",
          "keywords": [
            "traçabilité",
            "contrôle",
            "qualité",
            "produits",
            "champ",
            "consommateur",
            "traceability",
            "quality",
            "control",
            "farm",
            "table",
            "food",
            "safety",
            "product",
            "tracking"
          ],
          "Exemples": [
            "Agrostar",
            "Parsec",
            "FoodChain ID"
          ]
        },
        "ERP Agroalimentaire": {
          "Description": "ERP spécialisés pour l'industrie agroalimentaire avec gestion des lots, dates limites et normes sanitaires.",
          "keywords": [
            "ERP",
            "agroalimentaire",
            "industrie",
            "gestion",
            "lots",
            "dates",
            "limites",
            "normes",
            "sanitaires",
            "food",
            "batch",
            "management",
            "expiration",
            "safety",
            "standards"
          ],
          "Exemples": [
            "Infologic",
            "Sylob Agro",
            "CSB-System",
            "Sage X3 Agroalimentaire"
          ]
        }
      }
    },
    "Santé & Médical": {
      "Description": "Logiciels dédiés aux établissements de santé, cliniques, laboratoires d'analyse et professionnels de santé pour la gestion des patients, imagerie et recherche médicale.",
      "keywords": [
        "santé",
        "médical",
        "établissements",
        "cliniques",
        "laboratoires",
        "patients",
        "imagerie",
        "recherche",
        "médicale",
        "healthcare",
        "medical",
        "hospitals",
        "clinics",
        "patient",
        "management",
        "imaging"
      ],
      "Sous-secteurs": {
        "Dossier Patient Informatisé": {
          "Description": "Systèmes de gestion du dossier médical électronique et du parcours de soins des patients.",
          "keywords": [
            "dossier",
            "patient",
            "médical",
            "électronique",
            "parcours",
            "soins",
            "EMR",
            "EHR",
            "electronic",
            "medical",
            "record",
            "health",
            "management",
            "records"
          ],
          "Exemples": [
            "Orbis",
            "Hopital Manager",
            "Mediboard",
            "Epic",
            "Cerner"
          ]
        },
        "Gestion Laboratoire LIMS": {
          "Description": "Laboratory Information Management Systems pour gérer les échantillons, analyses et résultats en laboratoire.",
          "keywords": [
            "LIMS",
            "Laboratory",
            "Information",
            "Management",
            "gestion",
            "laboratoire",
            "échantillons",
            "analyses",
            "résultats",
            "sample",
            "tracking",
            "lab",
            "results"
          ],
          "Exemples": [
            "StarLIMS",
            "LabWare",
            "Thermo Fisher LIMS",
            "LabVantage"
          ]
        },
        "Imagerie Médicale": {
          "Description": "Systèmes PACS de gestion et visualisation d'images médicales (radiologie, scanner, IRM).",
          "keywords": [
            "imagerie",
            "médicale",
            "PACS",
            "images",
            "médicales",
            "radiologie",
            "scanner",
            "IRM",
            "medical",
            "imaging",
            "radiology",
            "CT",
            "scan",
            "MRI",
            "DICOM"
          ],
          "Exemples": [
            "GE Healthcare",
            "Carestream",
            "OsiriX",
            "Philips IntelliSpace"
          ]
        },
        "Pharma & Biotech": {
          "Description": "Logiciels pour l'industrie pharmaceutique et biotechnologique : recherche, essais cliniques et conformité.",
          "keywords": [
            "pharma",
            "biotech",
            "pharmaceutique",
            "biotechnologique",
            "recherche",
            "essais",
            "cliniques",
            "conformité",
            "pharmaceutical",
            "biotechnology",
            "clinical",
            "trials",
            "drug",
            "development"
          ],
          "Exemples": [
            "Veeva",
            "Labguru",
            "SAP Life Sciences",
            "Medidata"
          ]
        },
        "Télémédecine & E-santé": {
          "Description": "Plateformes de téléconsultation, suivi patient à distance et applications mobiles de santé connectée.",
          "keywords": [
            "télémédecine",
            "e-santé",
            "téléconsultation",
            "suivi",
            "patient",
            "distance",
            "santé",
            "connectée",
            "telemedicine",
            "telehealth",
            "remote",
            "monitoring",
            "digital",
            "health"
          ],
          "Exemples": [
            "Doctolib",
            "Qare",
            "Livi",
            "Teladoc",
            "Amwell"
          ]
        }
      }
    },
    "Énergie Mines & Environnement": {
      "Description": "Solutions spécialisées pour l'exploitation énergétique et minière, la gestion des réseaux électriques et la gestion environnementale et du développement durable.",
      "keywords": [
        "énergie",
        "mines",
        "environnement",
        "exploitation",
        "énergétique",
        "réseaux",
        "électriques",
        "développement",
        "durable",
        "energy",
        "mining",
        "environment",
        "electrical",
        "grid",
        "sustainable",
        "development"
      ],
      "Sous-secteurs": {
        "Mines & Extraction": {
          "Description": "Logiciels de planification minière, modélisation géologique et gestion des opérations d'extraction.",
          "keywords": [
            "mines",
            "extraction",
            "planification",
            "minière",
            "modélisation",
            "géologique",
            "opérations",
            "mining",
            "geological",
            "modeling",
            "mine",
            "planning",
            "operations"
          ],
          "Exemples": [
            "GEOVIA Surpac",
            "K-MINE",
            "Datamine",
            "Hexagon MinePlan"
          ]
        },
        "Énergie & Réseaux": {
          "Description": "Systèmes de supervision et gestion des infrastructures énergétiques et réseaux électriques (SCADA).",
          "keywords": [
            "énergie",
            "réseaux",
            "supervision",
            "infrastructures",
            "énergétiques",
            "électriques",
            "SCADA",
            "energy",
            "management",
            "electrical",
            "grid",
            "power",
            "systems"
          ],
          "Exemples": [
            "AVEVA",
            "Schneider EcoStruxure",
            "PI System",
            "GE Digital"
          ]
        },
        "Gestion Environnementale": {
          "Description": "Logiciels de gestion HSE (Hygiène Sécurité Environnement), conformité réglementaire et reporting RSE.",
          "keywords": [
            "gestion",
            "environnementale",
            "HSE",
            "hygiène",
            "sécurité",
            "environnement",
            "conformité",
            "réglementaire",
            "reporting",
            "RSE",
            "environmental",
            "management",
            "health",
            "safety",
            "environment",
            "regulatory",
            "compliance",
            "sustainability"
          ],
          "Exemples": [
            "Enablon",
            "Sphera",
            "IsoMetrix",
            "Quentic"
          ]
        }
      }
    },
    "Banque Assurance & Finance": {
      "Description": "Outils métiers pour les institutions financières : gestion des risques, opérations bancaires et d'assurance, trading et gestion d'actifs, incluant les technologies blockchain.",
      "keywords": [
        "banque",
        "assurance",
        "finance",
        "institutions",
        "financières",
        "gestion",
        "risques",
        "trading",
        "blockchain",
        "banking",
        "insurance",
        "financial",
        "services",
        "risk",
        "management",
        "asset"
      ],
      "Sous-secteurs": {
        "Banque Core Banking": {
          "Description": "Systèmes bancaires centraux pour gérer comptes, transactions, prêts et opérations quotidiennes.",
          "keywords": [
            "banque",
            "core",
            "banking",
            "systèmes",
            "bancaires",
            "comptes",
            "transactions",
            "prêts",
            "opérations",
            "system",
            "accounts",
            "loans",
            "operations"
          ],
          "Exemples": [
            "Temenos",
            "Mambu",
            "Finastra",
            "Oracle Flexcube"
          ]
        },
        "Assurance": {
          "Description": "Plateformes de gestion des polices, sinistres, souscription et tarification pour assureurs.",
          "keywords": [
            "assurance",
            "polices",
            "sinistres",
            "souscription",
            "tarification",
            "assureurs",
            "insurance",
            "policies",
            "claims",
            "underwriting",
            "pricing"
          ],
          "Exemples": [
            "Guidewire",
            "Sapiens",
            "Prima Solutions",
            "Duck Creek"
          ]
        },
        "Trading & Asset Management": {
          "Description": "Systèmes de gestion de portefeuille, ordres de trading et valorisation pour asset managers.",
          "keywords": [
            "trading",
            "asset",
            "management",
            "gestion",
            "portefeuille",
            "ordres",
            "valorisation",
            "portfolio",
            "orders",
            "investment",
            "wealth"
          ],
          "Exemples": [
            "Bloomberg AIM",
            "Calypso",
            "SimCorp Dimension",
            "Murex"
          ]
        },
        "Risk & Compliance": {
          "Description": "Gestion des risques financiers, conformité réglementaire (Bâle, Solvabilité) et reporting prudentiel.",
          "keywords": [
            "risk",
            "management",
            "compliance",
            "gestion",
            "risques",
            "conformité",
            "réglementaire",
            "Bâle",
            "Solvabilité",
            "reporting",
            "prudentiel",
            "financial",
            "regulatory",
            "Basel",
            "Solvency"
          ],
          "Exemples": [
            "SAS Risk",
            "Moody's Analytics",
            "Actico",
            "Axiom SL"
          ]
        },
        "Crypto & Blockchain": {
          "Description": "Solutions de custody, analyse blockchain, conformité crypto et infrastructures pour actifs numériques.",
          "keywords": [
            "crypto",
            "blockchain",
            "custody",
            "actifs",
            "numériques",
            "conformité",
            "cryptocurrency",
            "digital",
            "assets",
            "compliance",
            "analysis"
          ],
          "Exemples": [
            "Chainalysis",
            "Ledger Enterprise",
            "Fireblocks",
            "Coinbase Custody"
          ]
        }
      }
    },
    "Transport & Mobilité": {
      "Description": "Solutions numériques pour la planification et l'optimisation des transports publics et privés, la gestion de flottes de véhicules, et les secteurs aéronautique et maritime.",
      "keywords": [
        "transport",
        "mobilité",
        "transports",
        "publics",
        "gestion",
        "flottes",
        "aéronautique",
        "maritime",
        "transportation",
        "mobility",
        "public",
        "fleet",
        "management",
        "aviation"
      ],
      "Sous-secteurs": {
        "Transport Public & Ferroviaire": {
          "Description": "Systèmes de planification des lignes, horaires, billettique et information voyageurs pour transports en commun.",
          "keywords": [
            "transport",
            "public",
            "ferroviaire",
            "planification",
            "lignes",
            "horaires",
            "billettique",
            "information",
            "voyageurs",
            "railway",
            "scheduling",
            "ticketing",
            "passenger"
          ],
          "Exemples": [
            "Trapeze",
            "IVU.suite",
            "Alstom Maximo",
            "Hastus"
          ]
        },
        "Gestion Flotte": {
          "Description": "Télématique et gestion de flottes automobiles : géolocalisation, maintenance préventive et conduite.",
          "keywords": [
            "gestion",
            "flotte",
            "télématique",
            "flottes",
            "automobiles",
            "géolocalisation",
            "maintenance",
            "préventive",
            "fleet",
            "management",
            "telematics",
            "vehicle",
            "tracking",
            "preventive",
            "optimization"
          ],
          "Exemples": [
            "GAC Technology",
            "Samsara",
            "Geotab",
            "Verizon Connect"
          ]
        },
        "Aéronautique Maritime": {
          "Description": "Logiciels de maintenance aéronautique (MRO) et gestion maritime pour compagnies aériennes et navires.",
          "keywords": [
            "aéronautique",
            "maritime",
            "maintenance",
            "MRO",
            "compagnies",
            "aériennes",
            "navires",
            "aviation",
            "aircraft",
            "airline",
            "operations",
            "shipping"
          ],
          "Exemples": [
            "AMOS",
            "SERTICA",
            "Ramco Aviation",
            "Rusada"
          ]
        }
      }
    },
    "Immobilier & Facility Management": {
      "Description": "Logiciels de gestion patrimoniale immobilière, gestion locative, baux commerciaux et maintenance technique des bâtiments et équipements.",
      "keywords": [
        "immobilier",
        "facility",
        "management",
        "gestion",
        "patrimoniale",
        "locative",
        "baux",
        "maintenance",
        "bâtiments",
        "real",
        "estate",
        "property",
        "lease",
        "building"
      ],
      "Sous-secteurs": {
        "Asset Management Immobilier": {
          "Description": "Gestion de patrimoine immobilier : valorisation, budget, reporting et stratégie d'investissement.",
          "keywords": [
            "asset",
            "management",
            "patrimoine",
            "immobilier",
            "valorisation",
            "budget",
            "reporting",
            "stratégie",
            "investissement",
            "real",
            "estate",
            "property",
            "valuation",
            "investment",
            "strategy"
          ],
          "Exemples": [
            "Yardi",
            "MRI Software",
            "RealPage",
            "Altus Group"
          ]
        },
        "Gestion Locative": {
          "Description": "Logiciels pour agences immobilières et bailleurs : baux, quittances, états des lieux et suivi locataires.",
          "keywords": [
            "gestion",
            "locative",
            "agences",
            "immobilières",
            "bailleurs",
            "baux",
            "quittances",
            "états",
            "lieux",
            "locataires",
            "rental",
            "management",
            "lease",
            "tenant",
            "property"
          ],
          "Exemples": [
            "Foncia",
            "Thetrawin",
            "Geos",
            "Adequasys"
          ]
        },
        "Facility Management": {
          "Description": "Gestion technique des bâtiments (GTB), maintenance multi-sites et services généraux.",
          "keywords": [
            "facility",
            "management",
            "gestion",
            "technique",
            "bâtiments",
            "GTB",
            "maintenance",
            "multisites",
            "services",
            "généraux",
            "building",
            "facilities",
            "automation"
          ],
          "Exemples": [
            "Planon",
            "IBM TRIRIGA",
            "Archidata",
            "Archibus"
          ]
        }
      }
    },
    "Éducation & Formation": {
      "Description": "Logiciels et plateformes pour la gestion administrative des établissements scolaires et universitaires, ainsi que les solutions d'apprentissage en ligne et formation professionnelle.",
      "keywords": [
        "éducation",
        "formation",
        "établissements",
        "scolaires",
        "universités",
        "apprentissage",
        "en",
        "ligne",
        "professionnelle",
        "education",
        "training",
        "e-learning",
        "educational",
        "institutions",
        "online",
        "learning"
      ],
      "Sous-secteurs": {
        "LMS Learning Management System": {
          "Description": "Plateformes de gestion de l'apprentissage pour créer, diffuser et suivre des formations en ligne.",
          "keywords": [
            "LMS",
            "Learning",
            "Management",
            "System",
            "gestion",
            "apprentissage",
            "formations",
            "en",
            "ligne",
            "e-learning",
            "online",
            "training",
            "course",
            "platform"
          ],
          "Exemples": [
            "Moodle",
            "360Learning",
            "Docebo",
            "Canvas",
            "Blackboard"
          ]
        },
        "Gestion Scolaire & Universitaire": {
          "Description": "Systèmes de gestion de la vie scolaire : notes, absences, emplois du temps et dossiers étudiants.",
          "keywords": [
            "gestion",
            "scolaire",
            "vie",
            "notes",
            "absences",
            "emplois",
            "temps",
            "dossiers",
            "étudiants",
            "student",
            "information",
            "system",
            "school",
            "management",
            "academic",
            "records",
            "scheduling"
          ],
          "Exemples": [
            "Pronote",
            "Apogée",
            "Eduka",
            "Skolengo"
          ]
        },
        "E-learning & MOOC": {
          "Description": "Plateformes de cours en ligne massifs et contenus pédagogiques numériques pour l'autoformation.",
          "keywords": [
            "e-learning",
            "MOOC",
            "cours",
            "en",
            "ligne",
            "contenus",
            "pédagogiques",
            "autoformation",
            "online",
            "courses",
            "massive",
            "open",
            "digital",
            "learning",
            "selfpaced"
          ],
          "Exemples": [
            "Coursera",
            "OpenClassrooms",
            "Udemy",
            "LinkedIn Learning"
          ]
        }
      }
    },
    "Services Publics & Collectivités": {
      "Description": "Solutions numériques dédiées aux administrations publiques, collectivités territoriales, services urbains et organisations gouvernementales de défense et sécurité.",
      "keywords": [
        "services",
        "publics",
        "collectivités",
        "administrations",
        "publiques",
        "urbains",
        "défense",
        "sécurité",
        "public",
        "sector",
        "government",
        "local",
        "authorities",
        "administration",
        "defense"
      ],
      "Sous-secteurs": {
        "Collectivités": {
          "Description": "Logiciels de gestion administrative et financière pour communes, départements et régions.",
          "keywords": [
            "collectivités",
            "gestion",
            "administrative",
            "financière",
            "communes",
            "départements",
            "régions",
            "local",
            "government",
            "municipal",
            "management",
            "public",
            "finance"
          ],
          "Exemples": [
            "Ciril",
            "Berger-Levrault",
            "JVS-Mairistem",
            "Arpège"
          ]
        },
        "Gestion Urbaine & Citoyenne": {
          "Description": "Outils de gestion des services urbains, signalements citoyens et démarches administratives en ligne.",
          "keywords": [
            "gestion",
            "urbaine",
            "services",
            "urbains",
            "signalements",
            "citoyens",
            "démarches",
            "administratives",
            "urban",
            "management",
            "citizen",
            "public",
            "e-government"
          ],
          "Exemples": [
            "GFI",
            "CIVIS",
            "Oxance",
            "Inetum"
          ]
        },
        "Défense & Sécurité": {
          "Description": "Systèmes de commandement, renseignement, cyberdéfense et gestion de crises pour forces armées et sécurité.",
          "keywords": [
            "défense",
            "sécurité",
            "commandement",
            "renseignement",
            "cyberdéfense",
            "gestion",
            "crises",
            "forces",
            "armées",
            "defense",
            "security",
            "command",
            "systems",
            "intelligence",
            "cybersecurity",
            "crisis",
            "management"
          ],
          "Exemples": [
            "Thales",
            "Airbus Defence",
            "Palantir",
            "Safran"
          ]
        }
      }
    },
    "Mode Luxe & Création": {
      "Description": "Outils spécialisés pour l'industrie de la mode et du luxe : gestion des collections, design, supply chain textile et distribution wholesale et retail.",
      "keywords": [
        "mode",
        "luxe",
        "création",
        "collections",
        "design",
        "textile",
        "wholesale",
        "retail",
        "fashion",
        "luxury",
        "industry"
      ],
      "Sous-secteurs": {
        "PLM Mode & Textile": {
          "Description": "Product Lifecycle Management pour la mode : design, gestion des collections, sourcing et développement produit.",
          "keywords": [
            "PLM",
            "mode",
            "textile",
            "design",
            "gestion",
            "collections",
            "sourcing",
            "développement",
            "produit",
            "fashion",
            "collection",
            "management"
          ],
          "Exemples": [
            "Centric",
            "Lectra",
            "Infor Fashion",
            "NGC"
          ]
        },
        "Showroom & Wholesale": {
          "Description": "Plateformes B2B pour showrooms virtuels, prise de commandes wholesale et gestion des revendeurs.",
          "keywords": [
            "showroom",
            "wholesale",
            "B2B",
            "showrooms",
            "virtuels",
            "commandes",
            "revendeurs",
            "fashion",
            "management"
          ],
          "Exemples": [
            "JOOR",
            "Le New Black",
            "NuORDER"
          ]
        },
        "Retail Luxe": {
          "Description": "Solutions point de vente et CRM spécialisées pour boutiques de luxe avec clienteling avancé.",
          "keywords": [
            "retail",
            "luxe",
            "point",
            "vente",
            "CRM",
            "boutiques",
            "clienteling",
            "luxury",
            "POS",
            "highend"
          ],
          "Exemples": [
            "Cegid Retail Y2",
            "NewStore",
            "Tulip"
          ]
        }
      }
    },
    "Culture Médias Divertissement & Tourisme": {
      "Description": "Logiciels pour la production audiovisuelle, diffusion médiatique, gestion d'événements culturels et sportifs, industrie du jeu vidéo, hôtellerie-restauration et tourisme.",
      "keywords": [
        "culture",
        "médias",
        "divertissement",
        "tourisme",
        "audiovisuel",
        "événements",
        "jeux",
        "vidéo",
        "hôtellerie",
        "restauration",
        "media",
        "entertainment",
        "tourism",
        "audiovisual",
        "events",
        "gaming",
        "hospitality"
      ],
      "Sous-secteurs": {
        "Broadcast & Diffusion": {
          "Description": "Systèmes de gestion de contenu audiovisuel, automatisation de diffusion et production pour chaînes TV/radio.",
          "keywords": [
            "broadcast",
            "diffusion",
            "contenu",
            "audiovisuel",
            "automatisation",
            "production",
            "chaînes",
            "TV",
            "radio",
            "broadcasting",
            "media",
            "automation",
            "content",
            "management",
            "television"
          ],
          "Exemples": [
            "Dalet",
            "Avid iNEWS",
            "Vizrt",
            "Ross Video"
          ]
        },
        "Édition & Presse": {
          "Description": "Systèmes éditoriaux pour la presse écrite et digitale : workflow de production, PAO et publication multi-canal.",
          "keywords": [
            "édition",
            "presse",
            "écrite",
            "digitale",
            "workflow",
            "production",
            "PAO",
            "publication",
            "publishing",
            "editorial",
            "newspaper",
            "digital",
            "content"
          ],
          "Exemples": [
            "K4",
            "WoodWing",
            "Twixl",
            "Adobe InCopy"
          ]
        },
        "Production Artistique": {
          "Description": "Outils de gestion de production cinéma/TV : planning, suivi des rushes, post-production et VFX.",
          "keywords": [
            "production",
            "artistique",
            "cinéma",
            "TV",
            "planning",
            "rushes",
            "post-production",
            "VFX",
            "film",
            "television",
            "video",
            "visual",
            "effects"
          ],
          "Exemples": [
            "ShotGrid",
            "ftrack",
            "Celtx",
            "Yamdu"
          ]
        },
        "Gestion Clubs & Événements Sportifs": {
          "Description": "Logiciels pour clubs sportifs : gestion des membres, inscriptions, calendriers et compétitions.",
          "keywords": [
            "clubs",
            "sportifs",
            "gestion",
            "membres",
            "inscriptions",
            "calendriers",
            "compétitions",
            "sports",
            "member",
            "management",
            "events",
            "tournament"
          ],
          "Exemples": [
            "SportEasy",
            "Kaya",
            "OpenPlay",
            "Matchware"
          ]
        },
        "Billetterie & Fan Engagement": {
          "Description": "Plateformes de billetterie en ligne, gestion d'événements et engagement des fans pour sports et spectacles.",
          "keywords": [
            "billetterie",
            "fan",
            "engagement",
            "événements",
            "sports",
            "spectacles",
            "ticketing",
            "event",
            "management",
            "events",
            "entertainment"
          ],
          "Exemples": [
            "Eventbrite",
            "SecuTix",
            "Fanatics",
            "Ticketmaster"
          ]
        },
        "Jeux Vidéo & Gaming": {
          "Description": "Moteurs de jeu, plateformes de distribution et outils de développement pour l'industrie du jeu vidéo.",
          "keywords": [
            "jeux",
            "vidéo",
            "gaming",
            "moteurs",
            "jeu",
            "distribution",
            "développement",
            "video",
            "games",
            "game",
            "engines",
            "development",
            "platforms"
          ],
          "Exemples": [
            "Unity",
            "Unreal Engine",
            "Steam",
            "Discord",
            "Epic Games Store"
          ]
        },
        "PMS Property Management System": {
          "Description": "Systèmes de gestion hôtelière : réservations, check-in/out, facturation et gestion des chambres.",
          "keywords": [
            "PMS",
            "gestion",
            "hôtelière",
            "réservations",
            "check-in",
            "check-out",
            "facturation",
            "chambres",
            "hotel",
            "management",
            "reservations",
            "hospitality",
            "software"
          ],
          "Exemples": [
            "Opera",
            "Mews",
            "Cloudbeds",
            "Protel"
          ]
        },
        "Channel Manager Hôtellerie": {
          "Description": "Gestionnaires de canaux de distribution pour synchroniser disponibilités et tarifs sur OTAs et sites de réservation.",
          "keywords": [
            "channel",
            "manager",
            "hôtellerie",
            "canaux",
            "distribution",
            "disponibilités",
            "tarifs",
            "OTAs",
            "réservation",
            "hotel",
            "booking",
            "channels",
            "rate",
            "management"
          ],
          "Exemples": [
            "SiteMinder",
            "D-Edge",
            "Availpro"
          ]
        },
        "Restauration": {
          "Description": "Solutions de réservation, gestion de salle et caisse pour restaurants avec optimisation du service.",
          "keywords": [
            "restauration",
            "réservation",
            "gestion",
            "salle",
            "caisse",
            "restaurant",
            "optimisation",
            "service",
            "management",
            "table",
            "reservations",
            "POS",
            "dining"
          ],
          "Exemples": [
            "Zenchef",
            "Lightspeed Restaurant",
            "L'Addition",
            "Toast"
          ]
        }
      }
    },
    "Télécommunications": {
      "Description": "Solutions pour opérateurs télécoms : gestion de réseaux, facturation, service client et systèmes de support opérationnel (OSS/BSS).",
      "keywords": [
        "télécommunications",
        "opérateurs",
        "télécoms",
        "gestion",
        "réseaux",
        "facturation",
        "service",
        "client",
        "OSS",
        "BSS",
        "telecommunications",
        "telecom",
        "operators",
        "network",
        "management",
        "billing",
        "customer"
      ],
      "Sous-secteurs": {
        "OSS Operations Support Systems": {
          "Description": "Systèmes de gestion et supervision des réseaux télécoms : configuration, performance et incidents.",
          "keywords": [
            "OSS",
            "Operations",
            "Support",
            "Systems",
            "gestion",
            "réseaux",
            "supervision",
            "télécoms",
            "configuration",
            "performance",
            "incidents",
            "network",
            "management",
            "telecom"
          ],
          "Exemples": [
            "Netcracker",
            "Amdocs OSS",
            "Nokia NetAct",
            "Ericsson OSS"
          ]
        },
        "BSS Business Support Systems": {
          "Description": "Gestion commerciale pour télécoms : facturation, CRM, gestion des abonnements et revenue management.",
          "keywords": [
            "BSS",
            "Business",
            "Support",
            "Systems",
            "gestion",
            "commerciale",
            "facturation",
            "CRM",
            "abonnements",
            "revenue",
            "management",
            "billing",
            "customer",
            "subscription"
          ],
          "Exemples": [
            "Amdocs",
            "Oracle BRM",
            "CSG International",
            "Ericsson BSS"
          ]
        },
        "Network Management": {
          "Description": "Outils de monitoring, optimisation et planification des réseaux télécoms (4G/5G, fibre, satellite).",
          "keywords": [
            "network",
            "management",
            "monitoring",
            "optimisation",
            "planification",
            "réseaux",
            "télécoms",
            "4G",
            "5G",
            "fibre",
            "satellite",
            "optimization",
            "telecom",
            "networks"
          ],
          "Exemples": [
            "Huawei U2000",
            "Nokia NetAct",
            "Cisco Prime"
          ]
        }
      }
    },
    "Juridique & Notariat": {
      "Description": "Solutions métiers pour cabinets d'avocats, études notariales, juristes d'entreprise et professionnels du droit.",
      "keywords": [
        "juridique",
        "notariat",
        "cabinets",
        "avocats",
        "études",
        "notariales",
        "juristes",
        "droit",
        "legal",
        "notary",
        "law",
        "firms",
        "professionals",
        "services"
      ],
      "Sous-secteurs": {
        "Gestion Cabinets d'Avocats": {
          "Description": "Logiciels de gestion de cabinet juridique : dossiers clients, time-sheets, facturation et comptabilité analytique.",
          "keywords": [
            "gestion",
            "cabinets",
            "avocats",
            "dossiers",
            "clients",
            "time-sheets",
            "facturation",
            "juridique",
            "comptabilité",
            "analytique",
            "law",
            "firm",
            "management",
            "legal",
            "billing",
            "case"
          ],
          "Exemples": [
            "Clio",
            "MyCase",
            "PracticePanther",
            "Docketwise",
            "Lexofficehq"
          ]
        },
        "Recherche Juridique": {
          "Description": "Bases de données juridiques et moteurs de recherche de jurisprudence, codes et doctrine.",
          "keywords": [
            "recherche",
            "juridique",
            "bases",
            "données",
            "juridiques",
            "jurisprudence",
            "codes",
            "doctrine",
            "legal",
            "research",
            "databases",
            "case",
            "law",
            "documentation"
          ],
          "Exemples": [
            "Doctrine",
            "LexisNexis",
            "Dalloz",
            "Westlaw",
            "vLex"
          ]
        },
        "Gestion Notariale": {
          "Description": "Logiciels métiers pour études notariales : actes authentiques, comptabilité CARPA et gestion d'études.",
          "keywords": [
            "gestion",
            "notariale",
            "études",
            "notariales",
            "actes",
            "authentiques",
            "comptabilité",
            "CARPA",
            "notary",
            "management",
            "notarial",
            "acts",
            "office"
          ],
          "Exemples": [
            "Genapi",
            "Fiducial Informatique",
            "Notasoft",
            "Avel"
          ]
        }
      }
    },
    "Assurance & Mutuelles": {
      "Description": "Solutions spécifiques pour compagnies d'assurance, mutuelles santé, courtiers et gestionnaires de sinistres.",
      "keywords": [
        "assurance",
        "mutuelles",
        "compagnies",
        "santé",
        "courtiers",
        "sinistres",
        "insurance",
        "mutual",
        "companies",
        "brokers",
        "claims"
      ],
      "Sous-secteurs": {
        "Gestion Sinistres": {
          "Description": "Systèmes de déclaration, suivi et gestion des sinistres avec workflow d'expertise et indemnisation.",
          "keywords": [
            "gestion",
            "sinistres",
            "déclaration",
            "suivi",
            "workflow",
            "expertise",
            "indemnisation",
            "claims",
            "management",
            "processing",
            "handling"
          ],
          "Exemples": [
            "ClaimCenter",
            "Duck Creek Claims",
            "Majesco",
            "EIS Suite"
          ]
        },
        "Courtage & Distribution": {
          "Description": "Plateformes pour courtiers d'assurance : comparaison, devis, souscription et gestion portefeuille clients.",
          "keywords": [
            "courtage",
            "distribution",
            "courtiers",
            "assurance",
            "comparaison",
            "devis",
            "souscription",
            "portefeuille",
            "clients",
            "insurance",
            "brokerage",
            "quote",
            "management"
          ],
          "Exemples": [
            "Acturis",
            "Sequel",
            "Applied Epic",
            "Origami"
          ]
        },
        "Actuariat & Tarification": {
          "Description": "Outils de modélisation actuarielle, calcul de provisions techniques et tarification des risques.",
          "keywords": [
            "actuariat",
            "tarification",
            "modélisation",
            "actuarielle",
            "provisions",
            "techniques",
            "risques",
            "actuarial",
            "pricing",
            "modeling",
            "technical",
            "reserves",
            "risk"
          ],
          "Exemples": [
            "Prophet",
            "AXIS",
            "Emblem",
            "ResQ",
            "SAS Actuarial"
          ]
        }
      }
    }
  },
  "Applicatifs Transverses": {
    "Collaboration & Communication": {
      "Description": "Outils de travail collaboratif, messagerie instantanée, visioconférence et partage d'information pour faciliter la communication et le travail d'équipe en entreprise.",
      "keywords": [
        "collaboration",
        "communication",
        "travail",
        "collaboratif",
        "messagerie",
        "visioconférence",
        "partage",
        "information",
        "teamwork",
        "messaging",
        "video",
        "conferencing",
        "team",
        "workplace"
      ],
      "Sous-secteurs": {
        "Messagerie & Visioconférence": {
          "Description": "Plateformes de communication en temps réel : chat, appels audio/vidéo et réunions virtuelles.",
          "keywords": [
            "messagerie",
            "visioconférence",
            "communication",
            "temps",
            "réel",
            "chat",
            "appels",
            "audio",
            "vidéo",
            "réunions",
            "virtuelles",
            "instant",
            "messaging",
            "video",
            "conferencing",
            "calls",
            "virtual",
            "meetings"
          ],
          "Exemples": [
            "Microsoft Teams",
            "Slack",
            "Zoom",
            "Google Meet",
            "Webex"
          ]
        },
        "Suites Collaboratives": {
          "Description": "Environnements de travail intégrés combinant messagerie, documents partagés et outils de productivité.",
          "keywords": [
            "suites",
            "collaboratives",
            "environnements",
            "travail",
            "documents",
            "partagés",
            "productivité",
            "collaborative",
            "workspace",
            "shared",
            "productivity",
            "tools",
            "office",
            "suite"
          ],
          "Exemples": [
            "Google Workspace",
            "Microsoft 365",
            "Notion",
            "Zoho Workplace"
          ]
        },
        "Gestion Documentaire": {
          "Description": "Stockage cloud, partage et synchronisation de fichiers avec contrôle des versions et droits d'accès.",
          "keywords": [
            "gestion",
            "documentaire",
            "stockage",
            "cloud",
            "partage",
            "fichiers",
            "synchronisation",
            "contrôle",
            "versions",
            "droits",
            "accès",
            "document",
            "management",
            "storage",
            "file",
            "sharing",
            "version",
            "control"
          ],
          "Exemples": [
            "SharePoint",
            "Dropbox",
            "Google Drive",
            "Box",
            "OneDrive"
          ]
        },
        "Intranet & Knowledge Base": {
          "Description": "Portails internes et bases de connaissances pour centraliser l'information d'entreprise et la documentation.",
          "keywords": [
            "intranet",
            "knowledge",
            "base",
            "portails",
            "internes",
            "bases",
            "connaissances",
            "information",
            "entreprise",
            "documentation",
            "internal",
            "portals",
            "management",
            "company",
            "enterprise",
            "wiki"
          ],
          "Exemples": [
            "Confluence",
            "Notion",
            "Guru",
            "SharePoint"
          ]
        }
      }
    },
    "Gestion de Projets & Productivité": {
      "Description": "Outils de planification, suivi de projet, gestion des tâches et organisation du travail pour améliorer l'efficacité des équipes et la livraison des projets.",
      "keywords": [
        "gestion",
        "projets",
        "productivité",
        "planification",
        "suivi",
        "projet",
        "tâches",
        "organisation",
        "travail",
        "project",
        "management",
        "productivity",
        "task",
        "planning",
        "workflow"
      ],
      "Sous-secteurs": {
        "Gestion de Projets": {
          "Description": "Plateformes complètes de pilotage de projets : planification, attribution des tâches, suivi et collaboration.",
          "keywords": [
            "gestion",
            "projets",
            "pilotage",
            "planification",
            "attribution",
            "tâches",
            "suivi",
            "collaboration",
            "project",
            "management",
            "planning",
            "task",
            "assignment",
            "tracking"
          ],
          "Exemples": [
            "Asana",
            "Monday",
            "Jira",
            "ClickUp",
            "Wrike"
          ]
        },
        "Gestion de Tâches": {
          "Description": "Applications légères de to-do lists et gestion de tâches personnelles ou en petites équipes.",
          "keywords": [
            "gestion",
            "tâches",
            "todo",
            "lists",
            "personnelles",
            "petites",
            "équipes",
            "task",
            "management",
            "personal",
            "tasks",
            "team"
          ],
          "Exemples": [
            "Trello",
            "Todoist",
            "Microsoft To Do",
            "Any.do"
          ]
        },
        "Méthodes Agiles & DevOps": {
          "Description": "Outils pour méthodologies agiles (Scrum, Kanban) et pratiques DevOps avec suivi de sprints et CI/CD.",
          "keywords": [
            "méthodes",
            "agiles",
            "DevOps",
            "Scrum",
            "Kanban",
            "sprints",
            "CI/CD",
            "agile",
            "methodologies",
            "development",
            "sprint",
            "tracking",
            "continuous",
            "integration"
          ],
          "Exemples": [
            "Jira Software",
            "Linear",
            "Azure DevOps",
            "GitLab"
          ]
        },
        "Suivi du Temps & Productivité": {
          "Description": "Applications de time tracking et analyse de productivité pour facturation et optimisation du temps.",
          "keywords": [
            "suivi",
            "temps",
            "time",
            "tracking",
            "analyse",
            "productivité",
            "facturation",
            "optimisation",
            "productivity",
            "analysis",
            "management",
            "billing",
            "optimization"
          ],
          "Exemples": [
            "Clockify",
            "Toggl",
            "Harvest",
            "RescueTime"
          ]
        }
      }
    },
    "Data Analytics CRM & Marketing": {
      "Description": "Solutions intégrées d'analyse de données, business intelligence, gestion de la relation client, automatisation marketing et stratégies d'acquisition pour piloter la croissance.",
      "keywords": [
        "data",
        "analytics",
        "CRM",
        "marketing",
        "business",
        "intelligence",
        "relation",
        "client",
        "automatisation",
        "analysis",
        "customer",
        "relationship",
        "management",
        "automation"
      ],
      "Sous-secteurs": {
        "Tableaux de Bord & Reporting": {
          "Description": "Outils de visualisation et création de tableaux de bord interactifs pour l'analyse business et la prise de décision.",
          "keywords": [
            "tableaux",
            "bord",
            "reporting",
            "visualisation",
            "analyse",
            "business",
            "prise",
            "décision",
            "dashboards",
            "data",
            "visualization",
            "intelligence"
          ],
          "Exemples": [
            "Power BI",
            "Tableau",
            "Qlik Sense",
            "Looker Studio"
          ]
        },
        "Exploration de Données": {
          "Description": "Plateformes de data discovery et analyse ad-hoc permettant aux utilisateurs métiers d'explorer les données.",
          "keywords": [
            "exploration",
            "données",
            "data",
            "discovery",
            "analyse",
            "adhoc",
            "utilisateurs",
            "métiers",
            "selfservice",
            "analytics",
            "business",
            "users",
            "analysis"
          ],
          "Exemples": [
            "Looker",
            "Metabase",
            "Superset",
            "Mode Analytics"
          ]
        },
        "ETL & Intégration de Données": {
          "Description": "Outils d'extraction, transformation et chargement de données entre sources hétérogènes (ETL/ELT).",
          "keywords": [
            "ETL",
            "ELT",
            "intégration",
            "données",
            "extraction",
            "transformation",
            "chargement",
            "sources",
            "hétérogènes",
            "data",
            "integration",
            "pipeline"
          ],
          "Exemples": [
            "Talend",
            "Fivetran",
            "Airbyte",
            "Informatica",
            "Apache Nifi"
          ]
        },
        "Gouvernance & Catalogage": {
          "Description": "Catalogues de données et outils de data governance pour documenter, tracer et gérer la qualité des données.",
          "keywords": [
            "gouvernance",
            "données",
            "catalogage",
            "data",
            "governance",
            "catalogues",
            "qualité",
            "traçabilité",
            "catalog",
            "quality",
            "lineage",
            "metadata",
            "management"
          ],
          "Exemples": [
            "Collibra",
            "Alation",
            "Atlan",
            "data.world"
          ]
        },
        "CRM & Ventes": {
          "Description": "Gestion de la relation client et du cycle de vente : contacts, opportunités, pipeline et forecasting.",
          "keywords": [
            "CRM",
            "gestion",
            "relation",
            "client",
            "cycle",
            "vente",
            "contacts",
            "opportunités",
            "pipeline",
            "forecasting",
            "customer",
            "relationship",
            "management",
            "sales",
            "lead"
          ],
          "Exemples": [
            "Salesforce",
            "HubSpot",
            "Pipedrive",
            "Zoho CRM",
            "Microsoft Dynamics"
          ]
        },
        "Automatisation Marketing": {
          "Description": "Plateformes de marketing automation : scénarios d'emails, lead nurturing et scoring.",
          "keywords": [
            "automatisation",
            "marketing",
            "automation",
            "scénarios",
            "emails",
            "lead",
            "nurturing",
            "scoring",
            "email",
            "campaigns",
            "workflows"
          ],
          "Exemples": [
            "Marketo",
            "ActiveCampaign",
            "Brevo",
            "Pardot"
          ]
        },
        "Service Client & Support": {
          "Description": "Helpdesks et plateformes de support client : ticketing, knowledge base et chat en direct.",
          "keywords": [
            "service",
            "client",
            "support",
            "helpdesk",
            "ticketing",
            "knowledge",
            "base",
            "chat",
            "direct",
            "customer",
            "help",
            "desk",
            "live",
            "tickets"
          ],
          "Exemples": [
            "Zendesk",
            "Freshdesk",
            "Intercom",
            "Help Scout"
          ]
        },
        "Feedback & Sondages": {
          "Description": "Outils de collecte de feedback client, enquêtes de satisfaction et études de marché.",
          "keywords": [
            "feedback",
            "sondages",
            "enquêtes",
            "satisfaction",
            "études",
            "marché",
            "collecte",
            "customer",
            "surveys",
            "market",
            "research"
          ],
          "Exemples": [
            "Qualtrics",
            "Survicate",
            "Typeform",
            "SurveyMonkey"
          ]
        },
        "Campagnes & Email Marketing": {
          "Description": "Création et envoi de campagnes emailing avec segmentation, A/B testing et analytics.",
          "keywords": [
            "campagnes",
            "email",
            "marketing",
            "emailing",
            "segmentation",
            "AB",
            "testing",
            "analytics",
            "campaigns",
            "automation",
            "newsletter"
          ],
          "Exemples": [
            "HubSpot",
            "Klaviyo",
            "Mailchimp",
            "SendGrid",
            "Brevo"
          ]
        },
        "SEO & Web Analytics": {
          "Description": "Analyse du trafic web, optimisation SEO et suivi des performances des sites internet.",
          "keywords": [
            "SEO",
            "web",
            "analytics",
            "trafic",
            "optimisation",
            "performances",
            "sites",
            "search",
            "engine",
            "optimization",
            "website",
            "traffic",
            "site",
            "performance"
          ],
          "Exemples": [
            "Semrush",
            "Ahrefs",
            "Google Analytics",
            "Matomo"
          ]
        },
        "Réseaux Sociaux & Contenus": {
          "Description": "Gestion multi-comptes réseaux sociaux, planification de posts et création de visuels.",
          "keywords": [
            "réseaux",
            "sociaux",
            "contenus",
            "gestion",
            "multicomptes",
            "planification",
            "posts",
            "création",
            "visuels",
            "social",
            "media",
            "content",
            "management",
            "scheduling",
            "visual"
          ],
          "Exemples": [
            "Hootsuite",
            "Buffer",
            "Canva",
            "Sprout Social"
          ]
        },
        "Expérience Client & A/B Testing": {
          "Description": "Analyse comportementale, heatmaps et tests A/B pour optimiser l'UX et les conversions.",
          "keywords": [
            "expérience",
            "client",
            "AB",
            "testing",
            "analyse",
            "comportementale",
            "heatmaps",
            "UX",
            "conversions",
            "customer",
            "experience",
            "user",
            "behavioral",
            "analysis",
            "conversion",
            "optimization"
          ],
          "Exemples": [
            "Hotjar",
            "Optimizely",
            "AB Tasty",
            "VWO"
          ]
        }
      }
    },
    "Comptabilité & Finance": {
      "Description": "Outils de gestion financière d'entreprise, comptabilité générale, budgétaire, trésorerie et moyens de paiement pour piloter la santé financière.",
      "keywords": [
        "comptabilité",
        "finance",
        "gestion",
        "financière",
        "générale",
        "budgétaire",
        "trésorerie",
        "paiement",
        "accounting",
        "financial",
        "management",
        "bookkeeping",
        "treasury",
        "payments"
      ],
      "Sous-secteurs": {
        "Comptabilité & Facturation": {
          "Description": "Logiciels de comptabilité générale, saisie d'écritures, facturation clients et gestion des achats.",
          "keywords": [
            "comptabilité",
            "facturation",
            "générale",
            "saisie",
            "écritures",
            "clients",
            "gestion",
            "achats",
            "accounting",
            "invoicing",
            "general",
            "bookkeeping",
            "billing"
          ],
          "Exemples": [
            "Sage",
            "QuickBooks",
            "Pennylane",
            "Cegid",
            "EBP"
          ]
        },
        "Gestion des Dépenses": {
          "Description": "Automatisation des notes de frais, cartes corporate et validation des dépenses collaborateurs.",
          "keywords": [
            "gestion",
            "dépenses",
            "notes",
            "frais",
            "cartes",
            "corporate",
            "validation",
            "collaborateurs",
            "expense",
            "management",
            "reports",
            "cards"
          ],
          "Exemples": [
            "Spendesk",
            "Expensify",
            "Pleo",
            "N2F"
          ]
        },
        "Trésorerie & Reporting Financier": {
          "Description": "Prévisions de trésorerie, consolidation financière et reporting pour CFO.",
          "keywords": [
            "trésorerie",
            "reporting",
            "financier",
            "prévisions",
            "consolidation",
            "financière",
            "CFO",
            "treasury",
            "financial",
            "cash",
            "flow"
          ],
          "Exemples": [
            "Agicap",
            "Anaplan",
            "Jedox",
            "LucaNet",
            "Board"
          ]
        },
        "Paiement": {
          "Description": "Solutions de paiement en ligne, gestion des transactions et réconciliation bancaire.",
          "keywords": [
            "paiement",
            "en",
            "ligne",
            "gestion",
            "transactions",
            "réconciliation",
            "bancaire",
            "payment",
            "online",
            "transaction",
            "management",
            "processing",
            "bank",
            "reconciliation"
          ],
          "Exemples": [
            "Stripe",
            "Adyen",
            "PayPal",
            "Braintree",
            "GoCardless"
          ]
        }
      }
    },
    "Gestion RH & Paie": {
      "Description": "Solutions complètes pour la gestion des ressources humaines : administration du personnel, paie, recrutement, développement des compétences et formation.",
      "keywords": [
        "gestion",
        "RH",
        "ressources",
        "humaines",
        "paie",
        "recrutement",
        "développement",
        "compétences",
        "formation",
        "HR",
        "management",
        "human",
        "resources",
        "payroll",
        "recruitment",
        "talent"
      ],
      "Sous-secteurs": {
        "SIRH Core HR": {
          "Description": "Systèmes d'information RH centralisés pour gérer les dossiers employés, absences et congés.",
          "keywords": [
            "SIRH",
            "Core",
            "HR",
            "systèmes",
            "information",
            "RH",
            "dossiers",
            "employés",
            "absences",
            "congés",
            "HRIS",
            "system",
            "employee",
            "records",
            "leave",
            "management"
          ],
          "Exemples": [
            "Workday",
            "Lucca",
            "BambooHR",
            "Personio",
            "SAP SuccessFactors"
          ]
        },
        "Paie & Administration": {
          "Description": "Automatisation du calcul de la paie, déclarations sociales et génération des bulletins de salaire.",
          "keywords": [
            "paie",
            "administration",
            "calcul",
            "déclarations",
            "sociales",
            "bulletins",
            "salaire",
            "payroll",
            "salary",
            "calculation",
            "payslips"
          ],
          "Exemples": [
            "Payfit",
            "ADP",
            "Deel",
            "Silae",
            "Sage Paie"
          ]
        },
        "Recrutement & ATS": {
          "Description": "Applicant Tracking Systems pour gérer les candidatures, le sourcing et le processus de recrutement.",
          "keywords": [
            "recrutement",
            "ATS",
            "Applicant",
            "Tracking",
            "System",
            "candidatures",
            "sourcing",
            "processus",
            "recruitment",
            "candidate",
            "management",
            "hiring"
          ],
          "Exemples": [
            "Greenhouse",
            "Lever",
            "SmartRecruiters",
            "Workable",
            "Teamtailor"
          ]
        },
        "Formation & L&D": {
          "Description": "Plateformes de gestion de la formation continue et du développement des compétences (Learning & Development).",
          "keywords": [
            "formation",
            "L&D",
            "Learning",
            "Development",
            "continue",
            "développement",
            "compétences",
            "training",
            "skill",
            "employee"
          ],
          "Exemples": [
            "360Learning",
            "Docebo",
            "Cornerstone",
            "Talentsoft"
          ]
        }
      }
    },
    "IT Management & Support": {
      "Description": "Outils de gestion des systèmes d'information, support technique aux utilisateurs, supervision des infrastructures et gestion du parc informatique.",
      "keywords": [
        "IT",
        "management",
        "support",
        "technique",
        "systèmes",
        "information",
        "supervision",
        "infrastructures",
        "parc",
        "informatique",
        "system",
        "administration",
        "infrastructure",
        "helpdesk"
      ],
      "Sous-secteurs": {
        "ITSM & Helpdesk": {
          "Description": "IT Service Management : gestion des incidents, demandes de service et catalogue de services IT selon ITIL.",
          "keywords": [
            "ITSM",
            "IT",
            "Service",
            "Management",
            "helpdesk",
            "gestion",
            "incidents",
            "demandes",
            "catalogue",
            "services",
            "ITIL",
            "desk",
            "incident"
          ],
          "Exemples": [
            "ServiceNow",
            "Freshservice",
            "Jira Service Management",
            "ManageEngine"
          ]
        },
        "Gestion des Actifs IT": {
          "Description": "Inventaire et gestion du cycle de vie des actifs matériels et logiciels (ITAM).",
          "keywords": [
            "gestion",
            "actifs",
            "IT",
            "ITAM",
            "inventaire",
            "cycle",
            "vie",
            "matériels",
            "logiciels",
            "asset",
            "management",
            "inventory",
            "hardware",
            "assets",
            "software"
          ],
          "Exemples": [
            "Lansweeper",
            "Oomnitza",
            "Snow Software",
            "ServiceNow ITAM"
          ]
        },
        "Supervision & Monitoring": {
          "Description": "Surveillance des performances applicatives, infrastructures et alerting en temps réel (APM, monitoring).",
          "keywords": [
            "supervision",
            "monitoring",
            "surveillance",
            "performances",
            "infrastructures",
            "alerting",
            "APM",
            "application",
            "infrastructure",
            "performance"
          ],
          "Exemples": [
            "Datadog",
            "New Relic",
            "Zabbix",
            "Prometheus",
            "Dynatrace"
          ]
        },
        "MDM & Gestion de Parc": {
          "Description": "Mobile Device Management pour gérer et sécuriser les flottes de smartphones, tablettes et ordinateurs.",
          "keywords": [
            "MDM",
            "Mobile",
            "Device",
            "Management",
            "gestion",
            "parc",
            "smartphones",
            "tablettes",
            "ordinateurs",
            "flottes",
            "endpoint"
          ],
          "Exemples": [
            "Jamf",
            "Intune",
            "Kandji",
            "VMware Workspace ONE"
          ]
        }
      }
    },
    "Cybersécurité": {
      "Description": "Solutions de sécurité informatique, protection des données et systèmes, gestion des identités, sécurité cloud et protection des endpoints.",
      "keywords": [
        "cybersécurité",
        "sécurité",
        "informatique",
        "protection",
        "données",
        "gestion",
        "identités",
        "cloud",
        "endpoints",
        "cybersecurity",
        "information",
        "security",
        "data",
        "identity",
        "management"
      ],
      "Sous-secteurs": {
        "Gestion des Identités & Accès": {
          "Description": "IAM (Identity and Access Management) : authentification unique (SSO), gestion des droits et MFA.",
          "keywords": [
            "gestion",
            "identités",
            "IAM",
            "Identity",
            "Access",
            "Management",
            "authentification",
            "unique",
            "SSO",
            "droits",
            "MFA",
            "single",
            "signon",
            "multifactor",
            "authentication"
          ],
          "Exemples": [
            "Okta",
            "Azure AD",
            "Ping Identity",
            "Auth0",
            "OneLogin"
          ]
        },
        "Protection des Terminaux": {
          "Description": "Antivirus nouvelle génération (EDR) et protection des endpoints contre malwares et ransomwares.",
          "keywords": [
            "protection",
            "terminaux",
            "antivirus",
            "EDR",
            "endpoints",
            "malwares",
            "ransomwares",
            "endpoint",
            "detection",
            "antimalware",
            "security"
          ],
          "Exemples": [
            "CrowdStrike",
            "SentinelOne",
            "ESET",
            "Carbon Black",
            "Trend Micro"
          ]
        },
        "Sécurité Cloud": {
          "Description": "CSPM et CASB pour sécuriser les environnements cloud multi-fournisseurs et détecter les vulnérabilités.",
          "keywords": [
            "sécurité",
            "cloud",
            "CSPM",
            "CASB",
            "environnements",
            "vulnérabilités",
            "security",
            "access",
            "posture",
            "management"
          ],
          "Exemples": [
            "Wiz",
            "Palo Alto Prisma",
            "Zscaler",
            "Netskope"
          ]
        },
        "Gouvernance & Conformité Cyber": {
          "Description": "Outils de gouvernance des données, gestion des risques cyber et conformité réglementaire en cybersécurité.",
          "keywords": [
            "gouvernance",
            "conformité",
            "cyber",
            "gestion",
            "risques",
            "réglementaire",
            "cybersecurity",
            "governance",
            "risk",
            "management",
            "compliance",
            "data"
          ],
          "Exemples": [
            "Varonis",
            "OneTrust",
            "Drata",
            "Vanta",
            "Securiti"
          ]
        },
        "Sécurité Réseau & Firewall": {
          "Description": "Firewalls nouvelle génération, détection d'intrusion (IDS/IPS) et sécurité périmétrique des réseaux.",
          "keywords": [
            "sécurité",
            "réseau",
            "firewall",
            "détection",
            "intrusion",
            "IDS",
            "IPS",
            "périmétrique",
            "network",
            "security",
            "nextgeneration",
            "detection",
            "protection"
          ],
          "Exemples": [
            "Palo Alto Networks",
            "Fortinet",
            "Cisco Firepower",
            "Check Point",
            "Sophos"
          ]
        },
        "Vulnérabilité & Pentesting": {
          "Description": "Outils de scan de vulnérabilités, tests d'intrusion et gestion des patchs de sécurité.",
          "keywords": [
            "vulnérabilité",
            "pentesting",
            "scan",
            "vulnérabilités",
            "tests",
            "intrusion",
            "gestion",
            "patchs",
            "vulnerability",
            "management",
            "penetration",
            "testing",
            "scanning",
            "patch"
          ],
          "Exemples": [
            "Tenable Nessus",
            "Qualys",
            "Rapid7",
            "Burp Suite",
            "Metasploit"
          ]
        }
      }
    },
    "Conformité & Legal": {
      "Description": "Solutions de conformité réglementaire (RGPD, ISO), gestion juridique des contrats et signatures électroniques.",
      "keywords": [
        "conformité",
        "legal",
        "réglementaire",
        "RGPD",
        "ISO",
        "gestion",
        "contractuelle",
        "signatures",
        "électroniques",
        "compliance",
        "regulatory",
        "contract",
        "management",
        "electronic",
        "signature"
      ],
      "Sous-secteurs": {
        "Gestion Contractuelle": {
          "Description": "CLM (Contract Lifecycle Management) pour créer, négocier et gérer le cycle de vie des contrats.",
          "keywords": [
            "gestion",
            "contractuelle",
            "CLM",
            "Contract",
            "Lifecycle",
            "Management",
            "contrats",
            "négociation",
            "cycle",
            "vie",
            "negotiation"
          ],
          "Exemples": [
            "Ironclad",
            "Contractbook",
            "Juro",
            "Icertis",
            "Doctrine"
          ]
        },
        "Signature Électronique": {
          "Description": "Solutions de signature électronique qualifiée et certification de documents avec valeur légale.",
          "keywords": [
            "signature",
            "électronique",
            "qualifiée",
            "certification",
            "documents",
            "valeur",
            "légale",
            "electronic",
            "digital",
            "document",
            "e-signature"
          ],
          "Exemples": [
            "DocuSign",
            "Yousign",
            "Adobe Sign",
            "HelloSign"
          ]
        },
        "Conformité RGPD": {
          "Description": "Outils de conformité RGPD : registre des traitements, gestion des consentements et droits des personnes.",
          "keywords": [
            "conformité",
            "RGPD",
            "registre",
            "traitements",
            "gestion",
            "consentements",
            "droits",
            "personnes",
            "GDPR",
            "compliance",
            "data",
            "processing",
            "consent",
            "management",
            "privacy",
            "rights"
          ],
          "Exemples": [
            "OneTrust",
            "DataGuard",
            "DPO Consulting",
            "Secure Privacy"
          ]
        }
      }
    },
    "Documentation & Connaissance": {
      "Description": "Outils de gestion des connaissances d'entreprise, création de documentation technique, wikis internes et outils de brainstorming collaboratif.",
      "keywords": [
        "documentation",
        "connaissance",
        "gestion",
        "connaissances",
        "technique",
        "wikis",
        "brainstorming",
        "knowledge",
        "management",
        "technical",
        "enterprise",
        "wiki",
        "collaborative"
      ],
      "Sous-secteurs": {
        "Base de Connaissance": {
          "Description": "Wikis et espaces de documentation collaboratifs pour centraliser la connaissance d'équipe.",
          "keywords": [
            "base",
            "connaissance",
            "wikis",
            "documentation",
            "collaborative",
            "équipe",
            "knowledge",
            "team",
            "wiki"
          ],
          "Exemples": [
            "Notion",
            "Slite",
            "Coda",
            "Slab"
          ]
        },
        "Documentation Technique": {
          "Description": "Outils dédiés à la rédaction et publication de documentation technique et API pour développeurs.",
          "keywords": [
            "documentation",
            "technique",
            "rédaction",
            "publication",
            "API",
            "développeurs",
            "technical",
            "developer",
            "writing"
          ],
          "Exemples": [
            "Readme",
            "Confluence",
            "Docusaurus",
            "GitBook"
          ]
        },
        "Mind Mapping & Idéation": {
          "Description": "Tableaux blancs virtuels et outils de cartographie mentale pour brainstorming et design thinking.",
          "keywords": [
            "mind",
            "mapping",
            "idéation",
            "tableaux",
            "blancs",
            "cartographie",
            "mentale",
            "brainstorming",
            "design",
            "thinking",
            "virtual",
            "whiteboard",
            "tools",
            "ideation"
          ],
          "Exemples": [
            "Miro",
            "Mural",
            "FigJam",
            "Lucidspark"
          ]
        }
      }
    },
    "Design & Créativité": {
      "Description": "Outils de design graphique, prototypage d'interfaces utilisateur, création de contenus visuels et collaboration créative pour designers et équipes marketing.",
      "keywords": [
        "design",
        "créativité",
        "graphique",
        "prototypage",
        "interfaces",
        "utilisateur",
        "contenus",
        "visuels",
        "graphic",
        "creativity",
        "UIUX",
        "visual",
        "content",
        "creative",
        "tools"
      ],
      "Sous-secteurs": {
        "Design Graphique & Illustration": {
          "Description": "Logiciels de création graphique vectorielle et retouche photo pour designers et créatifs.",
          "keywords": [
            "design",
            "graphique",
            "illustration",
            "création",
            "vectorielle",
            "retouche",
            "photo",
            "graphic",
            "vector",
            "graphics",
            "editing",
            "tools",
            "creative"
          ],
          "Exemples": [
            "Adobe Creative Suite",
            "Figma",
            "Sketch",
            "Affinity Designer",
            "Canva Pro"
          ]
        },
        "UI/UX Design & Prototypage": {
          "Description": "Outils de conception d'interfaces et prototypage interactif pour applications web et mobile.",
          "keywords": [
            "UIUX",
            "design",
            "conception",
            "interfaces",
            "prototypage",
            "applications",
            "web",
            "mobile",
            "user",
            "interface",
            "experience",
            "interactive",
            "prototyping"
          ],
          "Exemples": [
            "Figma",
            "Adobe XD",
            "Sketch",
            "InVision",
            "Axure"
          ]
        },
        "Montage Vidéo & Animation": {
          "Description": "Solutions de montage vidéo, effets spéciaux et animation 2D/3D pour créateurs de contenu.",
          "keywords": [
            "montage",
            "vidéo",
            "animation",
            "effets",
            "spéciaux",
            "2D",
            "3D",
            "créateurs",
            "contenu",
            "video",
            "editing",
            "motion",
            "graphics",
            "production"
          ],
          "Exemples": [
            "Adobe Premiere",
            "Final Cut Pro",
            "DaVinci Resolve",
            "After Effects"
          ]
        },
        "Modélisation 3D & Rendu": {
          "Description": "Logiciels de modélisation 3D, sculpture numérique et moteurs de rendu photoréaliste.",
          "keywords": [
            "modélisation",
            "3D",
            "sculpture",
            "numérique",
            "rendu",
            "photoréaliste",
            "modeling",
            "digital",
            "sculpting",
            "rendering",
            "photorealistic"
          ],
          "Exemples": [
            "Blender",
            "Cinema 4D",
            "Maya",
            "3ds Max",
            "ZBrush",
            "KeyShot"
          ]
        }
      }
    },
    "Infrastructure Cloud & DevOps": {
      "Description": "Solutions d'infrastructure cloud, conteneurisation, orchestration et automatisation pour le déploiement et l'exploitation d'applications à grande échelle.",
      "keywords": [
        "infrastructure",
        "cloud",
        "DevOps",
        "conteneurisation",
        "orchestration",
        "automatisation",
        "containerization",
        "automation",
        "deployment",
        "operations"
      ],
      "Sous-secteurs": {
        "Cloud Public & IaaS": {
          "Description": "Plateformes cloud publiques offrant infrastructure, calcul, stockage et services managés.",
          "keywords": [
            "cloud",
            "public",
            "IaaS",
            "infrastructure",
            "calcul",
            "stockage",
            "services",
            "managés",
            "service",
            "computing",
            "managed"
          ],
          "Exemples": [
            "AWS",
            "Microsoft Azure",
            "Google Cloud",
            "Oracle Cloud",
            "IBM Cloud"
          ]
        },
        "Conteneurisation & Orchestration": {
          "Description": "Technologies de conteneurs et orchestration pour déploiement et gestion d'applications microservices.",
          "keywords": [
            "conteneurisation",
            "orchestration",
            "conteneurs",
            "déploiement",
            "microservices",
            "containerization",
            "container",
            "deployment"
          ],
          "Exemples": [
            "Docker",
            "Kubernetes",
            "OpenShift",
            "Rancher",
            "Nomad"
          ]
        },
        "Infrastructure as Code": {
          "Description": "Outils d'automatisation et provisionnement d'infrastructure par code pour reproductibilité et scalabilité.",
          "keywords": [
            "Infrastructure",
            "Code",
            "IaC",
            "automatisation",
            "provisionnement",
            "reproductibilité",
            "scalabilité",
            "automation",
            "provisioning"
          ],
          "Exemples": [
            "Terraform",
            "Ansible",
            "Puppet",
            "Chef",
            "Pulumi"
          ]
        },
        "Observabilité & Logging": {
          "Description": "Centralisation des logs, tracing distribué et observabilité complète des systèmes distribués.",
          "keywords": [
            "observabilité",
            "logging",
            "logs",
            "tracing",
            "systèmes",
            "distribués",
            "observability",
            "distributed",
            "log",
            "management",
            "monitoring"
          ],
          "Exemples": [
            "Elastic Stack",
            "Splunk",
            "Grafana",
            "Jaeger",
            "Loki"
          ]
        }
      }
    },
    "Data Science & IA": {
      "Description": "Plateformes et outils pour science des données, apprentissage automatique, intelligence artificielle et MLOps.",
      "keywords": [
        "data",
        "science",
        "IA",
        "intelligence",
        "artificielle",
        "apprentissage",
        "automatique",
        "MLOps",
        "artificial",
        "machine",
        "learning",
        "analytics",
        "AI/ML"
      ],
      "Sous-secteurs": {
        "Notebooks & Experimentation": {
          "Description": "Environnements interactifs pour exploration de données, prototypage et expérimentation en data science.",
          "keywords": [
            "notebooks",
            "expérimentation",
            "exploration",
            "données",
            "prototypage",
            "data",
            "science",
            "interactive",
            "experimentation"
          ],
          "Exemples": [
            "Jupyter",
            "Google Colab",
            "Databricks",
            "Kaggle",
            "Deepnote"
          ]
        },
        "ML Frameworks & Librairies": {
          "Description": "Frameworks et bibliothèques pour développement de modèles de machine learning et deep learning.",
          "keywords": [
            "ML",
            "frameworks",
            "librairies",
            "machine",
            "learning",
            "deep",
            "modèles",
            "libraries",
            "neural",
            "networks",
            "model",
            "development"
          ],
          "Exemples": [
            "TensorFlow",
            "PyTorch",
            "Scikit-learn",
            "Keras",
            "XGBoost"
          ]
        },
        "MLOps & Model Management": {
          "Description": "Plateformes de gestion du cycle de vie des modèles ML : versioning, déploiement et monitoring.",
          "keywords": [
            "MLOps",
            "model",
            "management",
            "gestion",
            "modèles",
            "versioning",
            "déploiement",
            "monitoring",
            "lifecycle",
            "deployment"
          ],
          "Exemples": [
            "MLflow",
            "Weights & Biases",
            "Neptune.ai",
            "Kubeflow",
            "SageMaker"
          ]
        },
        "AutoML & No-Code AI": {
          "Description": "Solutions automatisées de machine learning accessibles sans expertise technique approfondie.",
          "keywords": [
            "AutoML",
            "NoCode",
            "AI",
            "automatisé",
            "machine",
            "learning",
            "sans",
            "expertise",
            "automated",
            "ML",
            "no-code",
            "citizen",
            "data",
            "scientist"
          ],
          "Exemples": [
            "DataRobot",
            "H2O.ai",
            "Google AutoML",
            "Azure AutoML",
            "Obviously AI"
          ]
        },
        "IA Générative & LLM": {
          "Description": "Plateformes et APIs d'intelligence artificielle générative, modèles de langage et création de contenu.",
          "keywords": [
            "IA",
            "générative",
            "LLM",
            "intelligence",
            "artificielle",
            "modèles",
            "langage",
            "création",
            "contenu",
            "generative",
            "AI",
            "large",
            "language",
            "models",
            "content",
            "generation",
            "APIs"
          ],
          "Exemples": [
            "OpenAI API",
            "Anthropic Claude",
            "Google Gemini",
            "Hugging Face",
            "Mistral AI"
          ]
        }
      }
    },
    "Achats & Procurement": {
      "Description": "Solutions de gestion des achats, sourcing fournisseurs, appels d'offres et optimisation des dépenses indirectes.",
      "keywords": [
        "achats",
        "procurement",
        "sourcing",
        "fournisseurs",
        "appels",
        "doffres",
        "dépenses",
        "purchasing",
        "vendor",
        "management",
        "spend"
      ],
      "Sous-secteurs": {
        "Sourcing & E-Procurement": {
          "Description": "Plateformes d'achat électronique, catalogues fournisseurs et gestion des demandes d'achat.",
          "keywords": [
            "sourcing",
            "e-procurement",
            "achat",
            "électronique",
            "catalogues",
            "fournisseurs",
            "demandes",
            "electronic",
            "procurement",
            "supplier",
            "catalogs",
            "purchase",
            "requests"
          ],
          "Exemples": [
            "Coupa",
            "Ariba",
            "Jaggaer",
            "Ivalua",
            "Zycus"
          ]
        },
        "Gestion Fournisseurs & SRM": {
          "Description": "Supplier Relationship Management pour évaluation, qualification et collaboration avec fournisseurs.",
          "keywords": [
            "gestion",
            "fournisseurs",
            "SRM",
            "Supplier",
            "Relationship",
            "Management",
            "évaluation",
            "qualification",
            "collaboration",
            "vendor"
          ],
          "Exemples": [
            "SAP SRM",
            "Ivalua SRM",
            "Proactis",
            "Synertrade"
          ]
        },
        "Appels d'Offres & Enchères": {
          "Description": "Solutions pour création, diffusion et évaluation d'appels d'offres et enchères inversées.",
          "keywords": [
            "appels",
            "offres",
            "enchères",
            "création",
            "diffusion",
            "évaluation",
            "inversées",
            "RFP",
            "bidding",
            "reverse",
            "auctions",
            "tender",
            "management"
          ],
          "Exemples": [
            "BidJS",
            "bondsai",
            "Mercell",
            "Marchesonline"
          ]
        }
      }
    }
  }
}