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The AI Feature Cost and Risk Checklist

Aki Wijesundara, PhD

Aki Wijesundara, PhD

AI Founder | Google AI Accelerator Alum

Manu Jayawardana

Manu Jayawardana

AI Advisor | Co-Founder & CEO at Krybe

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An AI feature hurts you in two quiet ways: a cloud bill nobody forecast, and a wrong answer nobody caught. This one page checklist catches both before launch. Forty checks across quality and evals, cost, failure and safety, observability, and scope, so a product manager can sign off on an AI feature knowing nothing about it will surprise them after it goes live. Pin it above your desk and run it before every launch and every scale up.

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