Tier 1Beginner90 min
AI Foundations for Product People
Builds a practical mental model of AI for product people. Covers what AI actually does, where it excels, where it fails, and how to start thinking about AI as a product ingredient.
What you'll walk away with
- Can explain what AI and LLMs do in non-technical terms
- Can distinguish what AI is good at from what it struggles with
- Can identify which product capabilities AI might enhance
About this module
AI Foundations sets the shared vocabulary your product team needs before every downstream decision about AI. We unpack what large language models actually do, where they produce value, and where they fail in ways that look deceptively like success.
The session is paced for non-technical product people. By the end, your team can distinguish hype from capability, read a model card without getting lost, and translate customer problems into "AI-suitable" or "not AI-suitable" categories with confidence.