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.
Modules drawn from our real consulting engagements — you pick, we deliver.
Built from real engagements, not textbook theory.
Your product teams decide what gets built every day. When they understand what AI can and can't do, those decisions compound into competitive advantage.
No coding required. You'll learn to translate AI capabilities into product decisions — from story to roadmap.
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.
Bridges AI awareness and product decisions. Participants learn to spot where AI creates real value in their products and apply a practical framework for evaluating AI-fit.
Equips POs/PMs to communicate about AI to non-technical stakeholders. Covers translating AI into business language, managing the hype-reality gap, and framing risks constructively.
Adds an AI-awareness dimension to backlog prioritization. Participants learn to identify which items benefit most from AI acceleration and how to factor data readiness into effort-value assessments.
Moves from identifying AI opportunities to designing features that use AI well. Covers the shift from deterministic to probabilistic product behavior and how to design for it.
Practical module on expressing AI feature requirements clearly. Covers how stories and acceptance criteria change when features involve probabilistic AI behavior rather than deterministic logic.
We align on goals, team, and context.
Agenda, modules, and investment — transparent.
Remote, on-site, or hybrid — in your team's language.
Follow-up session and transfer recommendations.