AI Advisory for Boards and Leadership Teams
Technical AI advisory for boards and leadership teams: oversight, investment prioritisation, procurement decisions, governance exercises, and periodic advice.
Direct answer
Direct answer: Board advisory
A board approving an AI initiative needs three things it rarely gets from a vendor or an internal sponsor: a plain explanation of what the system will actually do, the evidence that should exist before money or authority is committed, and a named owner for each consequence. I work with boards and leadership teams in bounded sessions and short engagements that end in a written decision record, not a general briefing.
The question
“Our board must approve an AI initiative. Who can explain the technical choices and leave us with a clear decision and ownership structure?”
Who it is for
Chairs, non-executive and executive directors, CEOs, company secretaries, and leadership teams preparing an AI decision.
From proposal to a board decision record
Choose the specific need
Where to start
AI Oversight for Boards
What evidence and ownership should a board require before approving AI systems with consequential actions?
Output: A board oversight map, escalation questions, and evidence expectations for each material AI system.
Board advisoryPrioritise Organisational AI Investment
How should leadership choose between AI initiatives when benefits, dependencies and operating obligations are uncertain?
Output: An initiative comparison memo, an assumptions register, and staged approval decisions.
Board advisoryAI Procurement Decisions for Leadership Teams
What should executives ask vendors before authorising an important AI purchase, and which claims require further testing?
Output: A leadership vendor-question pack, a record of evidence gaps, and approval conditions.
Decision workshopsAI Governance Tabletop Exercise
How would our organisation respond if an agent acted outside its authority or produced a consequential failure?
Output: A scenario pack, a responsibility exercise, the response gaps it reveals, and action owners.
Strategic advisoryTechnical Advisory-Board Engagements
Can a periodic technical advisory role help us make better decisions without implying executive responsibility or statutory board membership?
Output: An advisory charter, boundaries, conflict disclosures, and an agreed meeting and output cadence.
What you leave with
A board decision session and a written decision record with owners, conditions, and a review date.
- 01 A one-page explanation of the system, its authority, and its failure modes in board language
- 02 Evidence the board should require before approval, and what is still missing
- 03 An ownership map naming who is accountable for each consequence
- 04 Approval conditions, stop conditions, and a date to revisit the decision
How it runs
Format, method, and preparation
- Duration
- A 90-minute to half-day session, with a preparation call and a written record afterwards
- Delivery
- In person in the UK or remote
- Participants
- The board or leadership team, plus the internal sponsor and technical owner
Frame the decision
Agree what is actually being approved: a budget, a pilot, a purchase, a change in authority, or a commitment to scale.
Explain the system
Walk through what the AI system reads, decides, and changes, in terms the whole board can challenge.
Test the evidence
Separate demonstrations, vendor claims, pilot results, and measured outcomes, and record what each does not prove.
Assign ownership and conditions
Name the accountable owner, the approval conditions, the stop conditions, and when the decision returns to the board.
Useful to have ready
- →The proposal, business case, or vendor material under consideration
- →Access to the internal sponsor and the person who would operate the system
- →Agreement on which decision the session must support
Evidence
What this draws on
Regulated banking AI at Aveni
Architected enterprise banking AI with conduct-risk workflows, evidence generation, human review, escalation, evaluation, versioning, and release controls. Part of the Aveni team in the first FCA Supercharged Sandbox cohort; the FCA lists Aveni as an accepted firm, which is not an FCA endorsement or certification.
Inspect the source ↗CloseGate
A Python and MCP policy layer with action tiers, segregation of duties, materiality routing, mandatory approval for irreversible actions, and hash-chained replayable audit. No published independent certification or customer deployment.
Inspect the source ↗Six companies founded, 2008–2024
Kwippy, Jaja.tv, Octo.ai, ExpressMOJO, Boom, and Neul Labs, spanning social software, interactive media, ML and analytics, logistics, blockchain infrastructure, and applied AI. Advisory and investment records are not counted as founded companies.
Read more →Scope and limits
What this is not
- —This is technical decision support. It is not legal, regulatory, audit, or investment advice, and it does not replace the board’s own advisers.
- —Advisory work does not create a directorship or any statutory board role.
- —A session can identify missing evidence; it cannot certify that a system is safe, compliant, or will deliver its business case.
If the need is different
Common questions
Answers before you commission
What does an AI adviser to a board actually do?+
Translates the technical proposal into the decisions the board is being asked to make, tests the evidence behind it, and leaves a written record of owners, conditions, and review points. The board still makes the decision.
Can you brief non-executive directors who are not technical?+
Yes. Sessions start from the decision and the consequences, not from model architecture. Technical detail is introduced only where it changes what the board should ask or require.
Do you join boards?+
Periodic technical advisory roles are possible under a written advisory charter. That is different from a statutory directorship, which this work does not imply.
How is this different from a consultancy AI strategy?+
The output is a decision record for a specific proposal, with explicit evidence gaps and owners, rather than a broad strategy document or an implementation proposal.
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