{
 "source": "Cledara SaaS Market Data",
 "page": "https://data.cledara.com/startups/france/ai-platforms-and-model-ops",
 "updated": "2026-10-21",
 "publicationId": "fe79d017bff26862fafee9e724136d549d9a68ec644afedddf4702eb110d5888",
 "contentModified": "2026-10-21T12:18:31.182Z",
 "exportVersion": 2,
 "observationThrough": "2026-10",
 "license": "https://creativecommons.org/licenses/by-nc/4.0/",
 "columns": [
  "rank",
  "product",
  "category",
  "subcategory",
  "founded_year",
  "employee_range",
  "funding_range",
  "hq",
  "canonical_city",
  "canonical_region",
  "country_code",
  "city_id",
  "rank_change_12m_activity",
  "url",
  "global_spend_share_pct",
  "global_activity_rank",
  "observation_month",
  "ranking_basis",
  "description"
 ],
 "rows": [
  {
   "rank": 1,
   "product": "Dust",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Assistants & Copilots",
   "founded_year": 2023,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Paris",
   "canonical_city": "Paris",
   "canonical_region": null,
   "country_code": "FR",
   "city_id": "FR:_:paris",
   "rank_change_12m_activity": 277,
   "url": "https://dust.tt/",
   "global_spend_share_pct": 0.023684898401962546,
   "global_activity_rank": 632,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Dust is a platform designed for businesses to create customizable AI assistants using their internal knowledge base. These assistants help streamline workflows and provide access to relevant information, boosting team productivity and collaboration. "
  },
  {
   "rank": 2,
   "product": "Linkup",
   "category": "AI Platforms & Model Ops",
   "subcategory": "LLM Providers & APIs",
   "founded_year": 2024,
   "employee_range": "11-50 employees",
   "funding_range": "$5M - $10M",
   "hq": "Paris",
   "canonical_city": "Paris",
   "canonical_region": null,
   "country_code": "FR",
   "city_id": "FR:_:paris",
   "rank_change_12m_activity": null,
   "url": "https://linkup.so/",
   "global_spend_share_pct": 0.00026297643409410647,
   "global_activity_rank": 1502,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Linkup is a search API platform that enables large-language models (LLMs) and agents to access real-time web data and deliver grounded results. It allows developers to integrate web search capabilities into their applications, agents, or workflows via a programmable interface."
  },
  {
   "rank": 3,
   "product": "pyannoteAI",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Platform",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": "$5M - $10M",
   "hq": "paris",
   "canonical_city": "Paris",
   "canonical_region": null,
   "country_code": "FR",
   "city_id": "FR:_:paris",
   "rank_change_12m_activity": null,
   "url": "https://pyannote.ai/",
   "global_spend_share_pct": 0.00013742393997347407,
   "global_activity_rank": 1740,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "pyannoteAI provides a cloud-based speech processing platform. It offers APIs for speaker identification and audio analysis."
  },
  {
   "rank": 4,
   "product": "Kili",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2018,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Paris, Île-de-France",
   "canonical_city": "Paris",
   "canonical_region": "Île-de-France",
   "country_code": "FR",
   "city_id": "FR:ile-de-france:paris",
   "rank_change_12m_activity": null,
   "url": "https://kili-technology.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Kili is a platform that simplifies data labeling, error correction, and operations for AI and machine learning projects, while also providing expert labeling services."
  },
  {
   "rank": 5,
   "product": "Mammouth",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Development Tools",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Paris, Île-de-France",
   "canonical_city": "Paris",
   "canonical_region": "Île-de-France",
   "country_code": "FR",
   "city_id": "FR:ile-de-france:paris",
   "rank_change_12m_activity": null,
   "url": "https://mammouth.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null
  },
  {
   "rank": 6,
   "product": "Mindee",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Development Tools",
   "founded_year": 2018,
   "employee_range": "51-200 employees",
   "funding_range": "$5M - $10M",
   "hq": "Paris, Île-de-France",
   "canonical_city": "Paris",
   "canonical_region": "Île-de-France",
   "country_code": "FR",
   "city_id": "FR:ile-de-france:paris",
   "rank_change_12m_activity": null,
   "url": "https://mindee.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mindee is a platform that helps developers incorporate advanced document parsing and automation features into their software applications."
  },
  {
   "rank": 7,
   "product": "Mistral AI",
   "category": "AI Platforms & Model Ops",
   "subcategory": "LLM Providers & APIs",
   "founded_year": 2023,
   "employee_range": "201-500 employees",
   "funding_range": "$250M+",
   "hq": "Paris, France",
   "canonical_city": "Paris",
   "canonical_region": null,
   "country_code": "FR",
   "city_id": "FR:_:paris",
   "rank_change_12m_activity": null,
   "url": "https://mistral.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null
  },
  {
   "rank": 8,
   "product": "OCR Space",
   "category": "AI Platforms & Model Ops",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": "RIEDISHEIM",
   "canonical_city": "Riedisheim",
   "canonical_region": null,
   "country_code": "FR",
   "city_id": "FR:_:riedisheim",
   "rank_change_12m_activity": null,
   "url": "https://ocr.space/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null
  },
  {
   "rank": 9,
   "product": "Sightengine",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Development Tools",
   "founded_year": 2013,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Paris",
   "canonical_city": "Paris",
   "canonical_region": null,
   "country_code": "FR",
   "city_id": "FR:_:paris",
   "rank_change_12m_activity": null,
   "url": "https://sightengine.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sightengine is an Artificial Intelligence company that offers image and video analysis through API."
  },
  {
   "rank": 10,
   "product": "SYSTRAN",
   "category": "AI Platforms & Model Ops",
   "subcategory": "LLM Providers & APIs",
   "founded_year": 1968,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Paris, Ile de France",
   "canonical_city": "Paris",
   "canonical_region": "Ile de France",
   "country_code": "FR",
   "city_id": "FR:ile-de-france:paris",
   "rank_change_12m_activity": null,
   "url": "https://systransoft.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "SYSTRAN is a company that specializes in language technology and offers language translation solutions. They provide a range of language processing and translation services, and their solutions are primarily focused on language translation and natural language processing."
  },
  {
   "rank": 11,
   "product": "Twin",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Agents & Automation",
   "founded_year": 2023,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Paris, Île-de-France",
   "canonical_city": "Paris",
   "canonical_region": "Île-de-France",
   "country_code": "FR",
   "city_id": "FR:ile-de-france:paris",
   "rank_change_12m_activity": null,
   "url": "https://twin.so/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Twin is a cloud-based platform that creates and executes autonomous workflows by building AI agents that interact with web applications through browser control and APIs to complete multi-step tasks. It runs agents that navigate sites, perform actions like data extraction or form submission, and integrate with external systems based on user-defined instructions in natural language."
  }
 ]
}