Ship AI with
measurability built in
METRIS™ Build is the engineering engagement that places measurability and defensibility at the core of new AI systems, not at the perimeter. Audit trails ship with the code, not after it.
Four things every METRIS™ Build engagement leaves in your system
Decision logging
Every AI-touched decision lands in a structured log with the inputs, the recommendation, the override (if any), and the observed outcome. The audit trail is not retrofitted. It is shipped.
Override capture
Human overrides are first-class data, not exceptions. The override surface is built into the workflow, the reasoning is captured at the moment of override, and the outcome is tied back.
Handoff points
The places where AI flags something and a person acts on it are tagged from the start, so the record of who decided what is there when someone asks.
Score export
Your AI system exports the inputs METRIS™ needs to measure readiness on an ongoing basis. No second integration. No second vendor.
Defensibility is cheaper to build in than to bolt on
The cost of adding audit-grade measurability after deployment is an order of magnitude higher than building it in from the start. Start with a free assessment.