Authority and boundaries
Define who and what may act, under which role, purpose, data, policy, and scope. A proposal that falls outside those boundaries does not proceed.
Governance decides what is permitted, before the action
Keep authority, policy, source evidence, confirmation, change history, exceptions, and human accountability connected to the work.
Governance is not a banner added after automation, and not a review that happens once the work is done. It is the layer that decides what a proposal is permitted to become: who may act, under which authority, on which data, for which purpose, and where a person has to confirm.
Evidence and explainability
Retain relevant source context, rules, assumptions, revision, and activity history with the output.
Human accountability
Name decision owners, confirmation points, exceptions, escalation, and review for consequential work.
Change and recovery
Govern release, exact revisions, isolation, privileged access, rollback, and recovery evidence.
Governed action loopControl model for evaluation
Context
Permitted sources and purpose
Authority
Identity, role, policy, scope
Action
Routine work or human confirmation
Evidence
Sources, revision, activity, exceptions
Review & recovery
Accountability, change, interruption
Human accountability remains visible through the full loop.
Evaluation evidence
Know what a consequential claim must contain.
These artifact structures establish the evidence standard used to define and evaluate a customer-specific scope.
Artifact 01Decision evidence
Decision brief
- Owner
- Named business decision owner
- Context
- Approved sources and definitions
- Assumptions
- Visible and revision-controlled
- Decision
- Authority and rationale recorded
- Follow-through
- Actions, owners, and exceptions
Artifact 02Operating evidence
Work and exception trail
- Prerequisites
- Complete, incomplete, or excepted
- Authorization
- Role, policy, scope, purpose
- Exception
- Owner, age, escalation, decision
- Completion
- Evidence and responsible acceptance
- History
- Exact revision and change reason
Artifact 03Acceptance evidence
First Flight packet
- Value case
- Baseline and measures agreed
- Boundaries
- Current, configured, and excluded
- Controls
- Identity, policy, confirmation
- Readiness
- Operations, recovery, handoff
- Next decision
- Accept, refine, pause, or expand
A practical next step
Choose one consequential area. Start there.
In the first conversation, we’ll compare the operating problem, the people who own it, and the evidence that would make a next step worthwhile.
Review the control model