What is the AI Board Governance Compass?

The AI Board Governance Compass is a proprietary assessment framework developed by Vela Board Advisors. It maps board readiness across 16 governance indicators and four dimensions: Individual (director AI literacy and personal accountability), Board (collective oversight capability), Organization (alignment between executive leadership and board-level AI signals), and Stakeholder (regulatory, insurer, and investor expectations). It produces a scored diagnostic that surfaces governance gaps and a priority queue for action.

What are board directors personally liable for in AI governance?

Board directors can face personal liability for AI governance failures including failure to exercise adequate oversight, approving misleading AI-related disclosures (AI washing), and failing to establish defensible governance processes. D&O insurance often does not cover AI-specific incidents, creating a gap between assumed and actual coverage that boards need to actively map.

How should boards oversee AI deployments?

Boards should establish a baseline of AI literacy among directors, create clear escalation pathways for AI risk, review fairness and bias testing practices, understand the insurance coverage architecture across D&O, cyber, and E&O policies, and maintain a documented governance record demonstrating active oversight. The AI Board Governance Compass provides a structured way to assess and improve across all of these areas.

What is AI washing and why does it matter for boards?

AI washing occurs when a company overstates the capabilities or use of AI in its products or communications. Directors who approve such communications without adequate scrutiny can face personal liability. Boards need the skills to identify AI washing risks in materials brought for approval.

Does D&O insurance cover AI governance failures?

Standard D&O insurance frequently does not cover AI-related governance failures in the way boards assume. Coverage gaps often exist at the intersection of D&O, cyber liability, and E&O policies. When an AI system causes harm, each insurance tower may claim the loss belongs to another, leaving boards exposed. Mapping this coverage architecture is a board governance responsibility.

What is the four-step Vela engagement model?

Vela engagements follow four stages: (1) Assessment, the AI Board Governance Compass maps readiness across 16 indicators and establishes a defensible baseline; (2) Workshop, a facilitated session built around the board's real risks and opportunities; (3) Simulation, a live AI governance scenario where directors make real-time decisions to build instincts; (4) Record, a structured governance record demonstrating active oversight to regulators, insurers, and shareholders.

The Assessment

The AI Board Governance Compass.

16 indicators. Four dimensions. A clear, scored picture of where your board stands on AI oversight, and a defensible baseline to move from.

How it works

Four dimensions.
Sixteen indicators.

Built for the boardroom. The Compass maps where you stand across 16 indicators and four dimensions, surfacing gaps and opportunities before a crisis forces the issue. Each indicator is scored 1–5 and criticality-weighted, producing a governance record of active oversight.

1	Individual	Director-level AI literacy and personal accountability
2	Board	Collective oversight capability and governance structure
3	Organization	Alignment between executive leadership and board-level AI signals
4	Stakeholder	Regulatory, insurer, and investor expectations

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See where your board stands.

Request access to the Compass assessment, or a briefing to discuss what it surfaces for your board.

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The AI Board Governance Compass.

Four dimensions.Sixteen indicators.

See where your board stands.

Four dimensions.
Sixteen indicators.