Not-for-profit governance

A practical AI governance operating model for NFP boards.

How a medium NFP can create recurring AI oversight without building an enterprise GRC programme.

Start with the board outcome

Define what the board or risk committee needs to see: material AI uses, accountable owners, high-risk or unapproved items, incidents, overdue reviews and management actions.

Keep contribution simple

Business owners should complete short, plain-language use-case information and receive only the specialist review tasks triggered by their answers. Governance leads need the consolidated portfolio view; contributors should not need to learn enterprise GRC terminology.

Use proportionate cadence

Low-risk uses may need lighter periodic review, while high-impact or changed uses should come back through specialist review earlier. The reporting cadence should be set by governance need rather than software convenience.

Where Swell fits: the product turns these governance principles into a maintained register, explainable triage, evidence, approvals, review and board reporting. It does not replace legal, privacy, security or professional judgement.

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