We are obsessed with validation. But while data is excellent at optimising the present, it is often terrible at predicting the future. True innovation requires swapping the safety of metrics for the risk of conviction.
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.
Latest insights on product management, agile, and AI
Robert Langdon’s latest adventure highlights a truth Thomas Kuhn taught us decades ago: paradigms don't shift because of data; they shift because of critical mass. We explore why leaders cling to the illusion of predictability, and why the 'Product' paradigm will eventually win.
We often talk about AI writing code, but its real power lies in managing the flow of value. The catch? You can't apply a Ferrari engine to a horse-drawn cart. Here is why organisations must restructure to unlock the AI advantage.
Featured projects and case studies
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.
A multi-agent autonomous system using n8n, LangChain, and Model Context Protocol (MCP) to manage, heal, and interact with a complex Unraid & Home Assistant environment.
Production-ready AI Supervisor capable of natural language interaction, autonomous container recovery, and human-in-the-loop approval flows.