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Hitchhikers Guide to AI Governance Blog
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What happens when you put AI on top of a broken invoice payment process?
The hardest part of automating invoice processing isn't teaching the AI to read them properly, it's fixing everything around them, writes Bruce Mullan

Bruce Mullan


Multiply the number of AI systems you think you have, by at least 10.
How to build an AI system and use case inventory for effective AI risk management, writes Bruce Mullan

Bruce Mullan


How to Find Shadow AI Before It Finds You
One employee ... one bad prompt ... one company-wide incident ... in one second. You can't govern what you can't see, writes Bruce Mullan

Bruce Mullan
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AI Governance Statement 33: Create business continuity plans
It's not just having an AI system up and running, but what happens if the AI outputs cannot be trusted or are unsafe?, writes Bruce Mullan

Bruce Mullan
Aug 206 min read


What happens when you put AI on top of a broken invoice payment process?
The hardest part of automating invoice processing isn't teaching the AI to read them properly, it's fixing everything around them, writes Bruce Mullan

Bruce Mullan
Aug 1310 min read


Want to know your Manager's salary? Easy, just ask Copilot.
A botched Copilot AI deployment by an ASX listed company allowed unrestricted access to payroll data. Someone forgot to define the scope, purpose and boundaries of the AI system which is part and parcel of AI Governance.

Bruce Mullan
Aug 102 min read


AI Governance Statement 41: Shutdown the AI system (does an ERP need a kill switch?)
We need to think more carefully about our back office business systems. Does your ERP system need a kill switch? More than likely it does, writes Bruce Mullan

Bruce Mullan
Aug 66 min read


Multiply the number of AI systems you think you have, by at least 10.
How to build an AI system and use case inventory for effective AI risk management, writes Bruce Mullan

Bruce Mullan
Jul 3010 min read


AI Governance Statement 12: Define success criteria
If you don't know where you're AI is landing, you'll probably end up somewhere else. Defining multiple success criteria is critical, writes Bruce Mullan

Bruce Mullan
Jul 236 min read


How to Find Shadow AI Before It Finds You
One employee ... one bad prompt ... one company-wide incident ... in one second. You can't govern what you can't see, writes Bruce Mullan

Bruce Mullan
Jul 165 min read


AI Governance Statement 11: Design Safety Systemically
The trouble with "safe" computer systems is they exist in a virtual world. Safety-by-design helps reduce AI's non-physical harm capability writes Bruce Mullan

Bruce Mullan
Jul 95 min read


A Model for Responsible AI Adoption
AI offers extraordinary Speed. It enables unprecedented Scale. With increasing organisational Sophistication it can operate Safely, writes Bruce Mullan

Bruce Mullan
Jul 26 min read
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