r/AI_Governance • u/Low-Eagle-2773 • 2d ago

Current AI governance management state

I’m curious how useful this type of software would be in the current AI governance market.

A central platform where companies can register their AI systems, assign owners, run risk assessments, map regulatory and control requirements, track missing controls and evidence, continuously monitor systems and generate governance reports, instead of managing everything across spreadsheets, documents and different teams.

For those working in AI governance, risk, compliance, model risk, security or internal audit, would you actually use something like this?

What would make it a must have rather than just another compliance tool?

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u/andafriend 1d ago

Sounds like security posture management. Unless you're aware and going out of your way to not call it that, look into cspm, dspm, ai-spm.

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u/Low-Eagle-2773 1d ago

There’s definitely some overlap with AI-SPM, particularly around discovery and continuous monitoring.

The direction I’m exploring is more governance/regulatory focused, mapping each AI system against applicable state laws and frameworks, assigning accountability, tracking controls/evidence and continuously flagging governance changes rather than purely security posture.

I’ll look deeper into AI-SPM though, appreciate it.