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AI governance

AI that cites its sources, and shows where a person decides.

Each AI feature answers for a stated jurisdiction and carries a confidence tier. Drafts, Site Scan suggestions and determinative outputs wait for a person. Two parts of the product act before a person reviews them, and this page names both.

The frame

How the AI features work

The frame is part of the product, not a policy on top of it. Where a feature works differently, this page says so.

  1. The jurisdiction it answers for

    Features tied to a work site (Site Scan, photo analysis, voice capture, inspection intake and incident forms) use the jurisdiction of the physical work: the incident case first, then the establishment, then the workspace's headquarters, then federal requirements.

    Chat and document analysis use the workspace's headquarters jurisdiction.

    State-specific depth varies. Where a state has no authored guidance yet, answers cite federal requirements, and Site Scan says so on its findings and in its report.

  2. Citations checked against regulatory text

    Chat answers cite the regulatory text they were retrieved from, and their citations are checked against it.

    Site Scan and photo findings check proposed citations before they are saved; a citation that cannot be verified is flagged where it appears, not hidden.

  3. A confidence tier

    Each AI feature class is assigned one of three confidence tiers: informational, advisory or determinative.

    The tier is recorded with each decision in the AI decision log.

  4. A record of what was decided

    Advisory and determinative outputs and the reviewer's decision are recorded in a hash-chained AI decision log.

The boundary

What waits for a person

  • Site Scan findings

    SafeGora suggests possible hazards with the standards they relate to; a supervisor accepts or rejects each one, and accepted findings become corrective actions.

  • Drafts

    SafeGora drafts JHA steps, root-cause options, meeting agendas and summaries. Drafts wait in a review queue until a person edits and approves them.

  • Determinative outputs

    Outputs in the determinative tier are held in a review queue and can't be accepted until a person approves them. The decision is recorded.

  • Filings

    The AI doesn't submit filings. Sending OSHA records or first reports to an agency is a person's act.