Staging environment
Free Lesson

Design an AI Quality Dashboard for PMs

Part of The AI Evaluation Handbook

30 min
Jan 18, 2026 4:00 PM
Virtual (Zoom)

In this video

What you'll learn

How to choose metrics that predict AI breakage

Identify leading indicators of reliability, cost, and UX issues.

How to separate quality signals from noise

Avoid vanity metrics that hide real problems.

How to design a dashboard PMs can act on

Structure metrics to support clear product decisions.

How to use metrics to guide iteration and launches

Apply dashboard data to ship, hold, or roll back AI features.

Why this topic matters

AI systems often degrade quietly. Without the right metrics, teams miss quality regressions, rising costs, or worsening user experience until damage is done. This session focuses on practical metrics that help teams detect issues early and respond with confidence.

You'll learn from

Aki Wijesundara, PhD

Aki Wijesundara, PhD

AI Founder | Educator | Google AI Accelerator Alum

Manu Jayawardana

Manu Jayawardana

AI Advisor | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum

Previous Students from

Google
Meta
OpenAI
NVIDIA
Amazon Web Services
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