Honest before optimistic
You will always get a straight read on severity and risk — even when the answer is "do not ship this yet."
Who you're calling
Part investigator, part strategist, part emergency response team.
PlayNot.ai is the AI reliability practice from Playnotdom. When AI features break trust, create compliance concerns, or behave unpredictably, this is who you call.
AI features fail in ways traditional software does not. They are probabilistic, opaque, and confident even when they are wrong. A unit test suite that passes can sit right next to a feature quietly eroding user trust.
We work with engineering, product, and leadership teams to diagnose what went wrong, fix the immediate problem, and put the right guardrails, evaluation systems, workflows, and architecture in place so it does not happen again.
And when there is still time, we help teams avoid the crisis entirely — pressure-testing the idea before launch, choosing the right model, designing safer flows, reducing hallucinations, and protecting sensitive data.
In plain English: we help companies build AI features that are useful, reliable, defensible, and ready for the real world.
Fix the cause, not the symptom
A patch that hides a failure is worse than the failure. Every fix ships with evals that prove it works.
Leave the team stronger
The goal is not dependence on us. It is your team owning a system they understand and can defend.
lines are open
Don’t wait for the next bad output to make the decision for you.
Book a 30-minute SOS call. You’ll leave with an honest read on severity and a clear next step — whether or not we end up working together.