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    AI Skill Assessment

    Evaluate AI competency the same way people actually work with AI.

    Most assessments look at the final answer. Cognity looks at the process — so you can see who delegates, who verifies, and who thinks critically with AI.

    What you get

    A complete assessment workflow designed for HR, L&D, and compliance teams.

    Skill-based evaluation

    Assign AI tasks matched to job roles. Measure prompt quality, verification behavior, and critical thinking — not just final output.

    AI-human diff

    See exactly where the employee relied on the model, where they pushed back, and what they wrote themselves.

    Process portfolio

    Export a defensible record of every prompt, revision, and decision for audits, certification, or promotion reviews.

    Safe by design

    PIPA, PDPO, PDPA-aligned data handling. Employee work never trains models. Region-tuned hosting on request.

    From black-box answers to visible skills

    Move beyond surface-level metrics with deep visibility into how people actually work with AI.

    Evidence

    Before

    Employees say they can use AI, but you have no evidence of how.

    With Cognity

    Structured tasks reveal actual AI collaboration behavior.

    Deliverables & diff

    Before

    Final deliverables hide the real AI dependency behind them.

    With Cognity

    - 14 lines+ 28 lines

    AI-human diffs show exactly what came from the model vs. the employee.

    Coaching

    Before

    Managers can't coach because the collaboration process is invisible.

    With Cognity

    Logic
    Verify
    Context
    Original

    Managers get coaching signals: verification, pushback, originality.

    Compliance & security

    Before

    Compliance teams have no audit trail for AI-generated work.

    With Cognity

    PII RedactionActive
    FILTER: User_ID [REDACTED]

    Exportable process portfolios for compliance and certification.

    Frameworks you can adopt or replace

    AI competency is scored against one of three built-in frameworks — or your own. Job-role competencies come from your existing library.

    AI competency: 3 built-in frameworks

    Pick the lens that matches your goal — hiring signal, workforce baseline, or role-specific depth. Each maps the same underlying process evidence to different criteria and weightings.

    • Collaboration quality — prompting, iteration, and pushback on the model
    • Verification & judgment — fact-checking, source use, and accepting vs. rejecting output
    • Ownership & originality — how much of the thinking and final work is genuinely the person's

    Custom rubrics & your competency library

    Bring your own rubric and we apply it to the same recorded process. Job-specific competencies can be imported from the library your L&D team already maintains.

    • Define your own criteria, levels, and weightings — or edit a built-in framework
    • Import job-role competencies from your existing library and map them to tasks
    • Automatic scoring produces evidence-linked drafts; reviewers confirm or override
    • Rubric versions are stored with each result, so past scores stay defensible

    Scope a pilot assessment

    We'll design role-specific tasks and reporting for your team, industry, and compliance requirements.