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For AI labs
Choose a starting point when a team is connecting workforce and AI-data questions. The planning path helps make the operating context, evidence, and review decision explicit.
Start the planning path →Services
AI workforce and data planning.
Start with the work your team needs to review, then prepare a clear brief around people, material, evidence, and decisions.
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AI workforce services
Use this page when the main question is who should do the work. It covers observable qualifications, language and domain context, calibration, and reviewer responsibilities as brief-planning inputs.
Plan an AI workforce brief →03
AI data services
Use this page when the main question is what material will be produced or reviewed. It covers task units, rubrics, versioning, validation evidence, and acceptance questions.
Plan an AI-data brief →Prepare the decision
Bring a brief your team can review.
Share the operating context, representative materials, required judgment, and the decision your team is preparing to make. These are planning examples, not delivery commitments.
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