Independent enforcement for human + AI execution
Verify the Evidence. Control What Happens Next.
Predefined Milestones. Independent Evidence. Controlled Progression. Permission to act does not equal authority to progress.
Pre-commercial development. Conceptual examples; no deployments or validated ROI. Enforcement would act only through authorized integrations.
AI agent: Onboarding agent reports · milestone: Issue first purchase order
“Supplier onboarding complete”
Contract system
Signed agreement
Current
Bank verification
Checked 2 days ago
Current
Delegation policy
Agent may request PO
Authority
One conditional path · set by configured policy unless tagged
- VERIFYAt the defined milestone: Records are independent, current and within the agent's authority.
- ADVANCEIf all required evidence qualifies: The configured next step is permitted through the connected system.
Consequence: Purchase order request proceeds without manual review.
Predefined Milestones. Independent Evidence. Controlled Progression.
From claimed work to verified progress.
One continuous journey for every milestone you choose to govern. Most work flows straight through. Only the exceptions slow down.
01
Work happens
People and AI agents act across your systems.
02
Evidence is captured
Records arrive from systems other than the actor.
03
Independently qualified
The milestone policy decides what qualifies. No actor certifies itself.
04
Progress or intervene
Qualified steps advance. Gaps trigger the configured consequence: hold, remediation, reassignment or escalation.
05
Scale with trust
Volume can grow without growing manual oversight.
Under the hood: what the proposed design adds
- Configurable milestones. You choose which business steps require evidence.
- Continuous scoring. Evidence would be rescored as records change or expire.
- Monitoring and rerouting. Stalled or conflicting items would route to the right person.
- Cross-system handoffs. Work would pass between people and AI agents with the record in place.
Proposed architecture
Enforcement needs three things. Nothing less qualifies.
- 1
Independent evidence
Authorized access to records from sources other than the performing actor.
- 2
Milestone policy
Explicit rules for what qualifies, and when to wait or reassess.
- 3
Enforceable control point
A real step in the connected workflow that can act on the decision.
HubCop evidence qualification
Checks origin, identity, context and timing of each record, then applies the configured consequence. These are possible branches, not a fixed sequence. If the business changes strategy, HubCop governs the new path; it does not choose it.
- ADVANCEEvidence qualifiesThe configured next step is permitted.
- HOLD + REVERIFYMissing or staleOnly this step waits; it is rechecked when new records arrive.
- REASSIGNOwner stalls or authority lapsesWork moves to an eligible owner; delegated authority can expire where supported.
- ESCALATEOptional, on conflictA named person decides, with the conflict shown.
Permission to act does not equal authority to progress. Where integrated, HubCop would govern the configured progression point and the connected system executes the action. Authority expiration or revocation depends on integration support; the business chooses any strategic path change.
Same workflow, two ways to progress
“Completed” is a claim. Progress should need proof.
Today
- An AI agent reports “Completed”.
- The workflow advances on that self-report.
- People re-check the work later, after it has moved on.
With HubCop, as designed
- The same report is recorded as a claim.
- Independent records are checked against the milestone.
- Qualified work advances; gaps get only the consequence configured for them, such as hold and reverify or reassignment.
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Gene Doubleday, Founder & CEO, HubCop, Inc.
Explore the HubCop Prototype