Executive cockpit

Northstar Commerce AI assurance command center

A board-ready view of autonomous AI exposure, control quality, insurance readiness, and the remediation story prepared for broker and underwriter review.

Underwriter View New Assessment

Insurance posture

Improves to Grade B after remediation.

InclusionScore

AIV

$33,803,409

Economic value exposed

Expected loss

$934,597

Before control package

AI systems

2 autonomous agents

Readiness after controls

84/100

Grade B placement story

Overall InclusionScore

59/100

Procurement Agent before remediation

Agent Insurable Value

$33,803,409

Economic value exposed through the agent

Insurance Readiness

Grade C

Current broker-demo posture

Expected Annual Loss

$934,597

Indicative, not actuarial certification

Number of AI Systems

Northstar Commerce inventory

High Risk Systems

Require remediation plan

Governance Maturity

Level 3

Evidence readiness scale

Seven AI-native risks

Procurement Agent risk posture

High-risk classes stand out immediately for the broker discussion. Scores are exposure estimates; lower is better.

ARAR

Autonomous Resource Allocation Risk

High

AEDR

Autonomous Economic Decision Risk

High

AOFR

Autonomous Operational Failure Risk

High

IPER

Intellectual Property Exposure Risk

Moderate

PDER

Personal Data Exploitation Risk

Moderate

AICR

AI Concentration Risk

High

ILR

Informational Labor Risk

Moderate

Risk distribution

Portfolio risk levels across seeded Northstar systems.

AI economic dependency

Economic activity influenced by each AI system.

Before / after risk movement

Broker controls reduce the most placement-sensitive risk classes.

Recent assessment activity

Evidence trail prepared for executive and underwriter review.

Procurement Agent assessed for broker submission.

Before/after remediation comparison generated.

Informational inputs scenario reviewed for ILR, PDER, IPER, and AIV.

Underwriter summary prepared for placement discussion.

Control remediation progress

6 recommended controls identified; 4 ready for evidence collection.

Systems requiring underwriting evidence

Broker packet ready

System	Business unit	Autonomy	Risk	Dependency
Procurement Agent	Procurement	Approve	High	$50M purchasing influenced
Customer Support Agent	Customer Operations	Execute	Moderate	$18M service cost controlled
Marketing Content Generator	Growth	Draft	Moderate	$9M revenue influenced
Accounts Payable Agent	Finance	Recommend	High	$22M payments processed

Insurance-readiness signal

Procurement Agent readiness

C → B

High ARAR and AEDR exposure improves after dual approval, spending caps, velocity monitoring, kill switch, model fallback, and quarterly audit.

Before controls

59/100 · $934,597 expected loss

After controls

84/100 · $253,834 expected loss