Who should own the governance cadence in a 20-person company?

Assign a single accountable owner—usually Head of Engineering, COO, or Security—supported by a rotating delegate. The owner runs the rituals even if they are not the longest-tenured lawyer on staff.

What is the minimum viable documentation for audits?

Maintain an inventory log, policy versions with dates, vendor checklists, and incident notes. Auditors care that you can show change history, not that you purchased an expensive GRC suite.

How do we keep the rhythm from feeling bureaucratic?

Time-box meetings, default approvals for low-risk experiments, and attach every decision to a customer or revenue outcome. Governance exists to protect velocity, not to create forms.

Lightweight AI Governance Operating Rhythm…

Lightweight AI Governance Operating Rhythm (Monthly & Quarterly)

AI governance fails when it lives in a PDF nobody opens. The fix is an operating rhythm: predictable rituals with crisp inputs, outputs, and owners. This is the model we recommend when your “committee” is three busy people and a shared Notion.

Roles (keep it tight)

Role	Responsibility
Policy owner	Runs cadence, signs off exceptions, maintains policy versions
Tool sponsor	Business outcome + budget for each approved AI workflow
Security delegate	Reviews data classes, access, and logging
Legal point (fractional OK)	High-risk decisions, regulatory interpretation

If you cannot name those four titles, start with policy owner + tool sponsors and pull others in as needed.

Weekly ritual — “Invisible work becomes visible”

Duration: 10 minutes async + 5 minutes live if needed

Tool sponsors post new experiments in a dedicated channel using a fixed template: data class, customer impact, rollback plan
Policy owner merges duplicates in the inventory
Security delegate flags anything mentioning regulated data

Use this to prevent shadow AI from ossifying before you notice.

Monthly ritual — “Reality check”

Duration: 15 minutes on calendar

Agenda:

Inventory delta — new tools, retired tools, ownership churn
Incident + near-miss log — even “we almost pasted the wrong file” counts
Vendor drift — any silently enabled features or new sub-processors?
Policy tweaks — if nothing changed, note “no change” for audit traceability

This is the same information your board will ask for later—capture it cheaply now.

Quarterly ritual — “Reset the compass”

Duration: 60 minutes

Walk the AI governance checklist top to bottom
Refresh risk registers using the AI risk assessment guide
Decide which experiments graduate to approved workflows vs parking lot
Update training snippets + FAQ for new hires

Document decisions in a single changelog entry: date, attendees, what moved status.

Artefacts you should be able to export in ten minutes

Latest policy PDF or doc with version metadata
Inventory spreadsheet with owners
Vendor checklist archive
Incident log (even if most entries are benign)

When fundraising or selling, those four files answer ninety percent of diligence questions.

Connecting the loops

Weekly feeds the usage audit workflow with fresh signals
Monthly supplies metrics for monitoring tooling decisions (comparison framework)
Quarterly aligns policy to macro changes such as EU AI Act updates (governance primer collection)

If you want the calendar-ready agenda we send operators each month—copy/paste prompts, checklists, and review questions—drop your email in the form on this page. One message per month, unsubscribe anytime.