20.08.2026

Building an AI Goverance Program is Like Building an Airplane while Flying it!

Building an AI Goverance Program is Like Buildingโ€ฆ

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𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐚𝐧 𝐀𝐈 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞 𝐏𝐫𝐨𝐠𝐫𝐚𝐦 𝐢𝐬 𝐥𝐢𝐤𝐞 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐚𝐧 𝐚𝐢𝐫𝐩𝐥𝐚𝐧𝐞 𝐰𝐡𝐢𝐥𝐞 𝐟𝐥𝐲𝐢𝐧𝐠 𝐢𝐭!

Most organisations cannot pause AI adoption and cannot wait until governance is ready. AI is already being experimented with, embedded into business processes, connected to sensitive data and influencing decisions…while governance is still not created or is still catching up!

That is what makes AI governance uniquely challenging.

Unlike traditional governance programmes, AI governance must often be built in parallel with active deployment. The challenge is not just creating policies. It is identifying where AI already exists, identifying ownership, assessing risks without slowing innovation, creating controls around systems that evolve continuously, governing third-party AI that organisations do not fully control.

And all of this must happen while the airplane is already in the air. That is why practical AI governance matters (not theoretical frameworks and not paperwork); operational governance that works in reality.

The sooner organisations start with its AI Governance Program, the better!

Follow me for practical AI governance, ISO 42001, NIST AI RMF and AI assurance insights.

  • ISO 42001
  • AI governance and risk
  • AI Risk Management
  • NIST AI RMF
  • EU AI Act

I have more 20 years experience in IT which also includes Governance and Internal Controls. Iย am the founder and director of Nilu AI Limited, an AI governance consultancy that helps businessesโ€ฆ

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