Operational Integrity Engine
The Operational Integrity Engine (OIE) is VeRGenT's doctrine for monitoring the system itself as evidence.
What OIE means in plain English
If a system is trusted to organize evidence, then the system's own behavior must also be observable. OIE treats model outputs, tool calls, API responses, failed streams, deployment attempts, file transformations, checksum mismatches, user corrections, repeated anomalies, and resource failures as events that can be documented, tested, preserved, and reviewed.
Core doctrine
The Evidence Intelligence architecture shall never assume its own correctness.
Every engine, tool, model, API, workflow, output, and operational state must remain observable, auditable, and subject to integrity review. The system applies the same standards of provenance, traceability, validation, and contradiction detection to itself that it applies to user evidence.
Mission
Monitor, classify, quarantine, validate, and report the operational integrity of the Evidence Intelligence architecture.
Cross-examination
The system does not merely self-report; it cross-examines itself. Operational-integrity reports become evidence objects available for downstream review, affirmation, challenge, and escalation.
Error-response model
Level 1
Recoverable event: retry, continue, and log.
Level 2
Repeat anomaly: run diagnostics, notify the user, and preserve the event.
Level 3
Integrity risk: quarantine the affected subsystem, suspend dependent workflow, and validate the last trusted state.
Level 4
Unknown behavior: isolate, preserve evidence, disable autonomous processing, and require human review.
Universal Reviewability Doctrine
No component, actor, output, process, decision-support pathway, or operational state is exempt from documentation, testing, preservation, validation, and review.
Everything observable shall be documentable. Everything documentable shall be testable. Everything testable shall be preservable. Everything preservable shall be reviewable.
Locked principle
Every engine is both an operator and an observable component.