What you'll learn in AI Evaluations for Product Managers
What you'll leave with
- 1An AI Evals Launch Pack for a real feature you're shipping
- 2Failure taxonomy that captures real user and system breakdowns
- 3Gold set design templates and human review workflow
- 4Ship/hold decision framework for AI releases
- 5Weekly quality cadence your team can sustain
Course Curriculum
Week 1Full Intensive — Introduction for AI Evaluations
Full Intensive — Introduction for AI Evaluations
- Foundations of AI Quality & Evaluation
- Instrumentation, Feedback & Segmentation
- Gold Sets, Human Review & Scalable Evals
- Release Gates, Dashboards & Quality Ops
- Resources, Articles, and Glossary for AI PMs
Who AI Evaluations for Product Managers is designed for
Prerequisites
Your Instructors
Aki Wijesundara, PhD
AI Founder | Educator | Google AI Accelerator Alum
Aki Wijesundara is an AI leader with a PhD in Machine Learning and extensive experience mentoring startups at Google's AI Accelerator. With a career spanning both research and applied AI, Aki has taught 5,000+ students worldwide how to design and deploy production-ready AI systems. He has worked across cutting-edge areas of applied AI, from LangChain and RAG pipelines to observability and large-scale deployment. As a researcher and educator, Aki bridges the gap between theory and practice, making complex systems approachable and actionable for engineers, founders, and product leaders.
Manu Jayawardana
Exited AI Founder | Co-Founder, Snapdrum | Co-Founder & CEO, Krybe
Manu Jayawardana is a serial entrepreneur with multiple AI startup successes. He exited Rise AI, a fintech app with over 35,000 users, to a private investor. He co-founded Snapdrum, delivering enterprise AI systems and scaling paid acquisition engines that drove 5,000+ premium customers. He is also Co-Founder & CEO of Krybe, a London-based Voice AI startup serving 1,000+ users and part of the NVIDIA Inception ecosystem. With a background in quant finance and AI engineering, he operates at the intersection of AI, distribution, and execution.
What Students Say
“The AI training approach is outstanding. Our team learned to build practical AI solutions that we could implement immediately in our educational platform. The hands-on methodology made complex AI concepts accessible to our entire development team.”
Kavi T.
CEO of Tilli Kids / Stanford PhD
“I sent my team through this training for upskilling, and the results have been remarkable. Within weeks, they became much more efficient at building automations and deploying AI agents at work. This program bridges the gap between theory and practice and it's had a real impact on our productivity.”
Aamir Faaiz
CEO of Bayseian
Frequently Asked Questions about AI Evaluations for Product Managers
What will I learn in AI Evaluations for Product Managers?
Build a repeatable AI evaluation system with PM-owned processes. Translate user value into evaluation goals and measurable success criteria. Analyze and diagnose AI quality failures with a failure taxonomy. Design gold sets using real examples and targeted edge cases. Run lightweight human review loops that scale with team capacity. Set clear ship/hold release gates that PMs can defend. Detect drift early with an exec-ready quality dashboard
Who is AI Evaluations for Product Managers designed for?
Product managers and leaders shipping LLM features who want a repeatable quality system. PMs who know LLM basics and want a practical, data-driven way to define quality. Teams responsible for trust and reliability with AI features
What are the prerequisites for AI Evaluations for Product Managers?
Basic familiarity with LLM products or AI features. No coding or deep technical background required
How long does AI Evaluations for Product Managers take?
1 day (2.5 hours live). Format: Live intensive.
What will I leave with after completing AI Evaluations for Product Managers?
An AI Evals Launch Pack for a real feature you're shipping. Failure taxonomy that captures real user and system breakdowns. Gold set design templates and human review workflow. Ship/hold decision framework for AI releases. Weekly quality cadence your team can sustain
Is AI Evaluations for Product Managers available online?
Yes, AI Evaluations for Product Managers is delivered entirely online as a live intensive.
Who teaches AI Evaluations for Product Managers?
Aki Wijesundara, PhD — AI Founder | Educator | Google AI Accelerator Alum. Manu Jayawardana — Exited AI Founder | Co-Founder, Snapdrum | Co-Founder & CEO, Krybe
How do I enroll in AI Evaluations for Product Managers?
You can enroll via Maven at https://maven.com/theaiinternship/ai-evals-for-pms. Click the "Enroll on Maven" button on this page.
Topics covered
Corporate Training & Team Upskilling
Train your entire team on AI Evaluations for Product Managers. We offer corporate group training, custom cohorts, and enterprise licensing. Trusted by teams at Google, Meta, Oracle, and more.