July 2025
Many organisations face “data chaos”: siloed, duplicated, stale and ungoverned assets, plus batch-only pipelines that starve AI models of timely context. The remedy requires foundations, not another tool. With trustworthy, well-modelled and accessible data, AI moves from proofs of concept to durable, measurable business outcomes.
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June 2025
Tech teams can struggle to construct and align OKRs, metrics, and roadmaps if they don’t have much prior context. This post outlines some of the common challenges and introduces an app called Team Tapestry specifically designed to support teams to build a unified vision while undertaking quarterly planning.
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Sept 2024
At the SaaS CTO Unconference in London in September 2024, a panel explored whether AI is a lasting transformation or just hype. Drawing on tech history, I outlined four criteria for identifying transformative technology such as AI: user value, ease of integration, platform flexibility, and openness. AI’s impact will ultimately depend on collective choices we make. This post also introduces the POMIC framework and the concept of POMIC shapes. The ideas here have since evolved into the AI Future Ready framework.
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