The Great PM Skills Debate: What AI Won't Replace
Everyone agrees AI is transforming product management. Nobody agrees on which skills survive. The debate over strategy, taste, and the 'editing function' reveals a profession in the middle of an identity crisis.
About Me
I'm a Product Leader and AI Strategy Consultant. I write about agile product management, AI strategy, and outcome-driven delivery. Specialising in turning complexity into clarity and ideas into impact.
Selected Work
Featured projects and case studies
Project Jennifer: The Lifecycle of an AI Agent
From the 10X promise of autonomous agency to the hard pivot of strategic realism. A deep dive into Moltbot orchestration, security hardening, and economic constraints.
Prototyped a high-autonomy assistant before pivoting to a hardened 'human-in-the-loop' model to solve for unit economics, security vulnerabilities, and data privacy.
Reddit Product Sentiment Monitor (POC)
An automated pipeline that ingests niche community discussions, filters for product relevancy using LLMs, and structures the data for sentiment analysis.
Successfully processing live data streams from 5+ subreddits with automated noise filtering and sentiment scoring.