AI-native product leadership, strategy and operating models, customer insight and build notes.
A hands-on experiment using locally hosted language models to find themes in 7,000 customer support transcripts and the shift toward probabilistic insight.
Co-writing a PRD with ChatGPT showed how AI can accelerate product work while making direction, editing and judgment more important.
What data-driven product management means in practice, from research and usage analytics to experiments, priorities and outcome measurement.
How empathy, problem definition and a How Might We workshop can align a leadership team around a strategic product vision.
Lessons from moving product and engineering teams from project allocation to durable squads at Crimson Hexagon and True Fit.
How a quarterly roadmap refresh balances agile execution with the clarity that teams, executives, customers and prospects need.
A practical approach to connecting product vision, customer needs, strategic pillars and team capacity in an effective roadmap.
