Human Control Matrix: Agent Delegation & Supervision Architect

Supervision Parameters Agent: Ops Exec

Workplace Agent Archetype Specifies baseline blast radius and automated role boundaries.

Human-in-the-Loop Monetary Ceiling

$1,500

Actions with financial impact exceeding this ceiling require explicit human confirmation.

Restricted Data Sensitivity Gate Defines when privacy & IP guardrails force human review.

Circuit Breaker Anomaly Threshold

4 triggers

Consecutive human overrides or risky edge cases trip emergency pause.

Governance Verification Mode

"Remain in Control" Principle: AI Copilots must never execute high-consequence operations (wire transfers, mass email, production DB updates) without an auditable human authorization token.

Agent Delegation Policy & Event Telemetry System: Guarded

Events Processed: 0

Autonomous Executed

Within safe tier-3 bounds

Human Interventions

Awaiting / approved

Policy Prohibitions

Zero-autonomy blocks

Blast-Radius Index

12%

Low exposure level

● Incoming Workplace Action 1. Boundary Check 2. Sensitivity Filter 3. Human Escalation Gate 4. Execution / Ledger

Active Action Delegation Matrix Configured for current archetype

Action Class	Target Resource	Default Tier	Human Control Gate	Supervisory Override

Realtime Event Stream ● Streaming

Click "Simulate 8 Work Events" to observe policy gate evaluation in real time.

Human Approval Queue 0 Pending

All high-impact events resolved.
No human supervisory sign-offs queued.

How to Architect Human-in-the-Loop Control for Workplace Copilots

When Microsoft designed Copilot as an "OS for work," the foundational imperative was keeping humans in decisive control. Workplace AI must operate within explicit operational boundaries rather than unconstrained agency.

Tier 0: Hard Prohibitions

Irreversible operations—such as terminating cloud infrastructure, signing legal vendor contracts, or altering salary bands—remain strictly human-only. Autonomous dispatch is rejected at the API gateway.

Tier 1: Pre-Execution Sign-Off

The copilot drafts messages, schedules sensitive executive meetings, or prepares batch refund disbursements, but the final token dispatch requires an authenticated human click or MFA challenge.

Tier 2 & 3: Guardrailed Autonomy

Routine indexing, draft summarization, and small-dollar invoice routing operate autonomously under strict blast-radius caps, with periodic asynchronous digest reports delivered to supervisors.