Learning Loop Governance

OWNED INTELLIGENCE

Models are rented. Learning loops are owned. Coherence Engine helps organizations capture and govern their AI learning loop — preserving feedback, corrections, evidence, human judgment and workflow improvements across model changes.

All outputs are customer-safe. No API keys, raw prompts, internal thresholds or raw customer data are exposed. This layer creates governed learning-loop intelligence — not external model training.

Feedback Capture

Human, customer & operational feedback

Human Judgment Ledger

Approvals, corrections & overrides

Correction Memory

Recurring patterns & rule candidates

Exception Patterns

Edge cases & failure pattern detection

Workflow Improvement Trace

Improvement history across events

Model Swap Resilience

Governance portability across models

Token Capital Score

Internal governance maturity estimate

Governance Index