Stage 04 · Operating

Day-to-day governance: monitoring, reviews, board reporting

“I'm running the governance programme day to day.”

The framework is in place. Now it's ongoing — periodic reviews, model monitoring, board updates, training, supplier reassessments. This is where most programmes fail quietly. The role-specific hubs below will be most useful.

For your role Board reporting kit

Start with these articles

Curated for people at this stage. Read in order, or pick the one that matches your specific situation.

Governance 14 min read

What Questions Should Your Board Be Asking About AI?

AI is now a material risk for most organisations. Directors who cannot articulate the right questions cannot discharge their oversight oblig…

Board Governance 8 min read

AI Governance Board Reporting: What to Include, How Often, and What Good Looks Like

Board AI governance reporting is evolving from occasional technology briefings to structured risk reporting. What regulators and institution…

Board Governance 10 min read

Board Directors and Personal AI Liability: What Your D&O Policy Does Not Cover

Directors are personally exposed when AI governance fails. D&O insurance has explicit carve-outs for technology governance failures. The per…

Healthcare 11 min read

AI in Healthcare: Board Obligations, Clinical Governance, and the Regulatory Framework Executives Need to Understand

Healthcare boards approving AI deployment in clinical settings are taking on governance obligations they may not understand. From TGA regula…

AI at Work 7 min read

AI Performance Reviews: Are They Legal? What Every Employee Needs to Know

Your performance review has been generated or heavily influenced by AI — productivity scores, sentiment analysis, objective metrics. What th…

Australia 11 min read

Building Your AI Controls Register: A Practical Guide for Australian Organisations

A controls register is the operational heart of your AI governance framework — it translates AI6 and Privacy Act obligations into specific, …

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Stage 03

Building — Designing policies, controls, and the governance programme

Next stage

Stage 05

Scaling — Enterprise-grade governance across systems and jurisdictions