If your AI made a bad call last month, what could you actually show?
Genuine question for anyone running AI in production.
Say a model made a decision — approved something, flagged something, scored someone — and weeks later it gets challenged. A customer disputes it, or a regulator asks, or legal wants the record.
What do you actually have? A log you could've edited? A screenshot? "Trust me"?
I've been building in this space (AURORA — evidence custody for AI decisions) and the thing I keep hearing is that most teams don't find out their records won't hold up until the moment they need them to.
Curious where people actually land:
- Do you keep tamper-evident records of AI decisions today?
- Has a decision ever been challenged after the fact?
- Or is this a problem that just hasn't bitten yet?
Not looking to pitch — genuinely want to know if this is felt or still theoretical.

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