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The Remake Framework

Six Board Concerns

The six interconnected concerns every board reading of AI returns to.

Version 1.0 Introduced Model

What it is

An interconnected lens of six concerns, Strategic Alignment, Ethical and Legal Responsibility, Financial and Operational Impact, Risk Management, Stakeholder Confidence and Safeguarding Innovation, that must be orchestrated together so AI discussion does not collapse into risk management alone.

Most Board AI conversations collapse into a single concern — usually risk. The model exists to prevent that collapse: six concerns, held in view together, because they are interconnected — tightening risk management in a way that suffocates experimentation simply moves the exposure to Safeguarding Innovation; chasing stakeholder confidence without strategic alignment buys applause for a portfolio that serves no strategy.

The six concerns

Interconnected by design: addressing one while ignoring the others creates new vulnerabilities. Governed as a system, never a checklist.

  1. Strategic AlignmentAI effort serving the strategy the Board has actually set — not a parallel portfolio of enthusiasms.
  2. Ethical & Legal ResponsibilityThe duties that do not delegate: lawful, explainable, defensible use of systems the organisation deploys.
  3. Financial & Operational ImpactWhat AI does to the numbers and the operations — investment, return, and the operational dependencies being created.
  4. Risk ManagementThe risk picture as it actually is: model behaviour, data exposure, third parties, and the failure modes of autonomy.
  5. Stakeholder ConfidenceWhat customers, regulators, investors, and employees believe about your AI — and whether the evidence supports it.
  6. Safeguarding InnovationProtecting the organisation’s capacity to experiment and adapt — governance that never becomes the reason nothing new ships.

How to read it

As a system, never a checklist. The reading is the balance: which concerns are absorbing the Board’s attention, which are unattended, and what the current governance posture is silently trading between them. A Board that can name where each of the six stands — and where the tension between them currently sits — is governing; a Board working down a list is auditing.

The Insight

The collapse into risk

What the model makes visible is the single-concern failure mode. Risk is the concern Boards reach for because it has familiar machinery — registers, appetites, committees. The other five have no such machinery unless the Board builds it, so they go ungoverned precisely while feeling governed. The six-concern reading shows the whole agenda at once, and the neglected concerns show up as the empty columns.

A worked reading

A typical first reading: Risk Management well-attended (a standing register, a committee), Financial Impact partially attended (investment tracked, operational dependency not), Strategic Alignment asserted but unevidenced, Ethical & Legal delegated to a policy document, Stakeholder Confidence unmeasured, Safeguarding Innovation absent from the agenda entirely. The model does not score this; it makes the shape of the attention visible — and the shape is the finding.

The Framework

In the framework

Within Remake, the Six Board Concerns are declared a Model — the Board-altitude lens held open through the whole ADAPT motion: one system answered continuously, so the Board’s whole agenda stays in view while the operators work stage by stage.

Cited in

Writing that builds on this asset.

History

Provenance and revision history. Every asset in the library carries this record, so what you are applying, and which version of it, is never in doubt.

Asset
Six Board Concerns
Kind
Model — a way of seeing or structuring something
Status
Current
Version
1.0
Origin
Developed by Mario Thomas; introduced 4 February 2025 in Board priorities for AI governance
Registry
Recorded in the Remake Library and defined in the glossary

Versions

  1. 1.0 Introduced in Board priorities for AI governance.

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