Learn AI Product Management — Fast, Practical, and Impactful.
Mini-courses and toolkits designed for product leaders, AI enthusiasts, and innovators who want to build real-world Generative AI solutions without the fluff.
Intro to AI Product Management: Build with Confidence
Master the foundations of AI Product Management – from understanding LLMs and prompt engineering to building your first AI-powered workflow.
Agentic AI for Beginners
Learn to design, plan, and deploy small, focused AI agents for practical business use cases – no prior AI experience required.
Mastering AI Product Strategy: From Idea to MVP
A step-by-step approach to evaluating opportunities, designing AI-powered products, and turning concepts into market-ready solutions.
Free AI Product Management Toolkits
AI PM Toolkit: Prompt Templates for Product Leaders
Practical, pre-tested prompts for product discovery, roadmap creation, customer feedback analysis, and release notes generation.
AI Workflow Design Canvas
A one-page visual framework to map AI product flows from input to output, including data sources, LLM logic, and user touchpoints.
Agentic AI Blueprint
Step-by-step template to design and deploy small, focused AI agents for specific business functions.
AI Evaluation Checklist (Template)
A structured framework to test LLM-based features for accuracy, bias, latency, and usability before launch.
Context Engineering Playbook
Guidelines and patterns for structuring context windows for optimal LLM performance in production.
AI Product Metrics & KPIs Sheet
A spreadsheet with pre-defined AI-specific metrics — from iteration speed to model ROI — that product teams can track.