MCAI GOVERNANCE FRAMEWORK

The Edge Framework

AI is only valid when reality holds across ordered boundaries.

This framework determines whether a decision is admissible before execution begins.

The Edge

Evaluation is sequential. Later edges do not repair earlier failure.

A system is only admissible if it survives each boundary in order.

The Edge Framework defines where validity breaks — before action, during execution, under protection constraints, within authority, and across insurable risk.

ORDERED

Each edge must be satisfied in sequence. No edge can be skipped.

DEPENDENT

Failure at any boundary invalidates all downstream admissibility.

ENFORCEABLE

These are not conceptual layers — they define executable constraints.

SEQUENTIAL VALIDATION CHAIN
PRIMARY ENGAGEMENT

Apply the Framework

Move from doctrine into execution through the two primary engagement surfaces below.

INVARIANT

A system cannot become valid by bypassing reality.

If an upstream Edge fails, every downstream claim is invalid.