Quality AI Product - The Test Tribe
Session

Ensuring Quality When the Product Thinks for Itself

Outline

What we’ll cover in this session.

AI is no longer a feature in some products – it’s becoming a layer in every product. Search is AI-powered. Support is AI-powered. Code completion, document summarization, fraud detection, personalization, pricing, recommendations – all AI. Within 18 months, it will be hard to find a product that doesn’t have AI somewhere in the stack.
This means every QA professional in this room will test AI. Not “might” – will. The question isn’t whether you’ll encounter AI products, but whether you’ll be ready when you do.
The challenge is fundamental: traditional testing assumes deterministic behavior. You give input X, you expect output Y. If you get Y, pass. If not, fail. AI breaks this. The same input can produce different outputs. “Correct” is fuzzy. Regression testing becomes philosophically questionable.
This panel brings together practitioners who’ve tested AI products in production – not AI tools for testing, but AI as the product. The conversation focuses on what works, what doesn’t, and what the 900+ QA professionals in this room need to learn immediately to stay relevant as AI becomes ubiquitous

Catch this session live.

One pass, every talk, no parallel tracks. Super Early Bird ends when the next 200 seats are gone.

World’s Largest Software Testing Conference

Get the TribeQonf 2026 Agenda

Just fill the form and get an exclusive discount too.