Dr. Aki Wijesundara
Manu Jayawardana
Free Lesson

Design an AI Quality Dashboard for PMs

30 min
Nov 20, 2026 3:00 PM

By continuing, you agree to Maven's Terms and Privacy Policy.

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

Dr. Aki Wijesundara

Dr. Aki Wijesundara

AI Advisor | Educator | Google AI Accelerator Alum

Previous students from
Google
Meta
OpenAI
NVIDIA
Amazon Web Services
Manu Jayawardana

Manu Jayawardana

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

Previous students from
Google
Meta
OpenAI
NVIDIA
Amazon Web Services
See all products from TAI Labs
Get free access