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No. 004GovernancePaper

COE Cookie: Enterprise AI Governance Through Behavioral Telemetry

A lightweight protocol for observing AI adoption patterns without surveillance

COE Cookie proposes a signed telemetry receipt that captures AI value creation without storing sensitive prompts. The paper frames governance as observability with dignity rather than blanket monitoring.

Date
NOV 2025
Read
11 min
Depth
Depth: SurfaceSurface
Cluster
Governance
About 11 min left

Thesis

Governance fails when it can count tool opens but not intelligence created.

The paper argues for a cryptographically signed receipt layer that captures when value was created, by whom, and in what category, without collecting raw content.

Evidence

Observability can stay useful without becoming surveillance.

The design strips prompts and outputs, keeping only task category, agent identity, timing, and outcome metadata. That produces an audit trail that remains legible to finance and governance teams.

Signal 01Weight 4 of 5
“You cannot govern what you cannot observe. But observation must not become surveillance.”
Signal 02Weight 4 of 5
“AI adoption metrics are vanity metrics until they capture decision acceleration.”

Implication

The receipt becomes a political instrument inside the enterprise.

When governance has a trustworthy record of value, the conversation moves from abstract enthusiasm to real operating leverage and budget defense.