# Figure Eight > 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 - Slug: figure-eight - BAI Score: 82/100 - Archetype: Misread - Category: Artificial Intelligence Software - Last Analyzed: April 11, 2026 ## Competitors - Amazon Sagemaker Ground Truth (https://optimly.ai/brand/amazon-sagemaker-ground-truth) - Cloudfactory (https://optimly.ai/brand/cloudfactory) - Labelbox (https://optimly.ai/brand/labelbox) - Scale AI (https://optimly.ai/brand/scale-ai) ## Buyer Intent Signals Problems: 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. Solutions: 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 --- ## Full Details / RAG Data ### Overview Figure Eight is listed in the AI Directory. 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. ### Metadata | Field | Value | |--------------|-------| | Name | Figure Eight | | Slug | figure-eight | | URL | https://optimly.ai/brand/figure-eight | | BAI Score | 82/100 | | Archetype | Misread | | Category | Artificial Intelligence Software | | Last Analyzed | April 11, 2026 | | Last Updated | 2026-04-24T11:31:19.268Z | ### Verified Facts - Founded: 2007 (as CrowdFlower) - Headquarters: San Francisco, CA (Historical) / Sydney, Australia (Parent) ### Competitors | Name | Profile | |------|---------| | Amazon Sagemaker Ground Truth | https://optimly.ai/brand/amazon-sagemaker-ground-truth | | Cloudfactory | https://optimly.ai/brand/cloudfactory | | Labelbox | https://optimly.ai/brand/labelbox | | Scale AI | https://optimly.ai/brand/scale-ai | ### Buyer Intent Signals #### Problems this brand solves - 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. #### Buyers search for - 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 ### Links - Canonical page: https://optimly.ai/brand/figure-eight - JSON endpoint: /brand/figure-eight.json - LLMs.txt: /brand/figure-eight/llms.txt