Validate an agent for production

    Take your agents live,
    with the proof to back it

    Your risk committee signs off on a report that shows what the agent actually does, before launch and at every new release.

    v2.1REQUIREMENTSR-01No financial adviceR-02Customer data protectedR-03Hands off to a humanSIGNALReadyNeeds reviewNot ready

    Faster go-lives, with peace of mind

    • The risk committee reads a report requirement by requirement, with a clear signal: ready, needs review or not ready. It decides on facts, in a single read.

    • Requirements guide the build from the start, and every gap comes with a prioritized fix: your AI factory gets it right the first time.

    • New model, new instruction: every release reruns the tests in your CI pipeline, and a production sample is reassessed at regular intervals.

    Your limits, tested on the agent as it runs

    1. Your requirements become tests

      Your policies, your business limits and your industry's regulations become technical tests specific to your agent, reproducible from one release to the next.

    2. Mankinds evaluates the real agent

      Conversations where the user insists, rephrases and works around, data extraction attempts, tool calls checked against the expected actions.

    3. The committee decides

      The report links each requirement to its test and its result, with a go-live signal. The decision stays with the committee.

    The questions we get asked

    We already have AI governance.

    Our proof feeds your process and your governance tools: they gain a check on the real system.

    Our security team already tests our agents.

    Mankinds complements those tests: it produces the compliance proof and shows that your guardrails meet your requirements.

    Yet another tool to integrate.

    Mankinds plugs into what you already run: traces, tickets, CI pipeline.

    Do you tell us whether we comply?

    Mankinds provides the proof; the judgment stays with your teams.

    Build trust with your AI

    A pilot on your most exposed agent: your top-priority requirement, success criteria set with your committee, all the way to the report.