Introducing METRIS

AI trust you can count.

Governance in numbers.
Risk in dollars.
Traceability to the Human.

Three Layers of Intelligence

From risk to dollars to people — the full picture.

01

Risk Score

Quantified assessment of governance gaps across fairness, transparency, security, and audit-readiness.

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Example
420/1000

AI Hiring Tool — gaps in bias testing, missing documentation, no audit trail.

02

ROI Connection

Translate risk into financial exposure. Regulatory fines, remediation costs, business impact.

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Example
$3.2M

Potential exposure from EU AI Act non-compliance + remediation.

03

Human Traceability

Every risk traces to real people affected. Governance failures have human costs.

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Example
140K

Job applicants affected if bias in hiring model goes undetected.

METRIS is not

  • A policy document generator
  • A checkbox compliance tool
  • A GRC platform
  • An auditor replacement

METRIS is

  • A measurement system
  • A scoring engine
  • Trust quantification infrastructure
  • Continuous monitoring

Why METRIS Exists

94% of AI repositories fail basic governance requirements. Most don't know it until a regulator, investor, or customer asks for proof they can't provide. We built METRIS because trust shouldn't be a claim — it should be measurable.

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