{
  "slug": "figure-eight",
  "name": "Figure Eight",
  "description": "Figure Eight (formerly CrowdFlower) is a specialist data labeling and annotation platform that enables machine learning teams to generate high-quality training data through human-in-the-loop workflows. Since its 2019 acquisition by Appen, its technology has been integrated into the Appen Data Annotation Platform.",
  "url": "https://optimly.ai/brand/figure-eight",
  "logoUrl": "",
  "baiScore": 82,
  "archetype": "Misread",
  "category": "Artificial Intelligence Software",
  "categorySlug": null,
  "keyFacts": [],
  "aiReadiness": [],
  "competitors": [
    {
      "slug": "amazon-sagemaker-ground-truth",
      "name": "Amazon Sagemaker Ground Truth"
    },
    {
      "slug": "cloudfactory",
      "name": "Cloudfactory"
    },
    {
      "slug": "labelbox",
      "name": "Labelbox"
    },
    {
      "slug": "scale-ai",
      "name": "Scale AI"
    }
  ],
  "inboundCompetitors": [],
  "aiAlternatives": [],
  "parentBrand": null,
  "subBrands": [],
  "updatedAt": "2026-04-11T14:12:06.367+00:00",
  "verifiedVitals": {
    "website": "appen.com",
    "founded": "2007 (as CrowdFlower)",
    "headquarters": "San Francisco, CA (Historical) / Sydney, Australia (Parent)",
    "pricing_model": "Enterprise/Custom",
    "core_products": "Data Labeling Platform, Computer Vision Annotation, Sentiment Analysis, Text Categorization",
    "key_differentiator": "One of the first platforms to combine automated quality control with a global crowd-sourced workforce for ML data.",
    "target_markets": "Enterprise AI/ML teams, Search Engines, Autonomous Vehicle developers",
    "employee_count": "Integrated into Appen (approx. 600-1,000 corporate)",
    "funding_stage": "Acquired",
    "subcategory": "Data Labeling & Annotation"
  },
  "intentTags": {
    "problemIntents": [
      "Internal Tooling (Label Studio/CVAT): Building internal labeling teams and using open-source tools like Label Studio or CVAT.",
      "Traditional BPO/Outsourcing Firms: Engaging specialized BPO firms that provide human-in-the-loop services without a dedicated software platform.",
      "Low-Quality Data Maintenance: Maintaining the status quo with unorganized or poor quality training data, leading to failed AI deployments."
    ],
    "solutionIntents": [
      "best data labeling platforms for computer vision",
      "human in the loop machine learning services",
      "RLHF platforms for LLM training",
      "who acquired crowdflower",
      "enterprise training data solutions"
    ],
    "evaluationIntents": []
  },
  "timestamp": 1777030279268
}