Technology / Promotion governance

Validate in parallel.
Promote with evidence.

Evaluate candidates without authority, require alignment at promotion time, and govern activation with auditable controls before changes influence outcomes.

Core concept

Promotion without surprises.

Shadow mode produces evidence. Governance uses that evidence to decide whether authority may expand, explicitly and audibly.

01 / Architecture

Validation remains non-authoritative.

01 / EvidenceValidation as an input

Shadow execution, replay, canary, and hybrid methods produce evidence that governance can evaluate.

02 / AlignmentTwo-window control

Require both a pre-promotion validation window and a fresh alignment window immediately before activation.

03 / AuthoritySafety-first authority

Authority changes are intentional and observable. Reversion paths remain available by design.

04 / ReviewAudit-ready records

Promotion requests, decisions, triggers, and authority state changes are recorded for regulated review.

02 / Sequence

How promotion works

  • Run parallel validation: evaluate candidate behavior alongside production without granting authority or influencing outcomes.
  • Compare multiple signals: measure agreement across decisions, confidence, risk signals, policy flags, and traceability evidence.
  • Require fresh alignment: confirm the candidate remains aligned at the exact point promotion is requested.
  • Authorize explicitly: transfer authority only through a recorded governance decision with a defined reversion path.
03 / Outcomes

Continuous learning, bounded authority.

Benefit 01Lower rollout risk

Identify instability and drift before they influence operations, then confirm again at promotion time.

Benefit 02Clear accountability

Promotion decisions are backed by recorded evidence and explicit state transitions.

Benefit 03Faster iteration

Evaluate candidates continuously without disruptive cutovers or implicit behavior changes.

Benefit 04Operational confidence

Operators can see which model has authority, why it was promoted, and how it can be revoked.