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product strategy

Placing product stability against AI disruptionProfessional

Placing product stability against AI disruption

The market is volatile; a monolithic product organisation cannot compete. I propose a 'Two-Speed' structure: a Stability Engine to protect core P&L, and an Innovation Lab for zero-to-one AI exploration.]
21/10/20254 min Read More
Your AI needs an integrity scoreProfessional

Your AI needs an integrity score

Simple north star metrics have failed generative AI and true value lies not in short-term engagement, but in its reliability, alignment and long-term compliance. We need a new executive-level KPI.
12/09/20254 min Read More
Ambient AI kills the screen funnelProfessional

Ambient AI kills the screen funnel

Screen-centric user interface is ending. As ambient and generative AI takes over, the traditional UX funnel is quickly becoming a drag, not a core asset. Shift investment to the robust, multi-modal back-end platforms that drive real utility.
15/06/20254 min Read More
OODA Loop – the new AI playbookProfessional

OODA Loop – the new AI playbook

Traditional agile frameworks are proving too slow to manage the pace of AI innovation and our focus must shift from optimising operational sprints to accelerating strategic decision-making.
30/04/20254 min Read More
Product is now algorithmProfessional

Product is now algorithm

Feature-shipping is over; the future of Product is defined by the underlying generative algorithm and its strategic intent.
25/01/20254 min Read More
The canvas is deadProfessional

The canvas is dead

The current canvas-based approach to UX design has a critical problem; as GenAI models mature, the low-value work of placing pixels will be fully automated, freeing designers to focus on high-leverage system architecture. We must pivot our teams now to embrace prompt engineering and critical judgement over execution speed.
02/07/20244 min Read More
Grounding constraint for generative AIProfessional

Grounding constraint for generative AI

Prioritising speed over veracity with GenAI presents an untenable risk; a landmark legal judgement or new regulation will force an abrupt industry pivot. We must proactively embed grounding architectures now, transforming a liability into a sustainable strategic asset.
20/03/20234 min Read More
Designing the source of truth in codeProfessional

Designing the source of truth in code

Design files as the source of truth is a strategic error; the cost of design lives in the hand-off gap. DesignOps must move beyond the file to establish the coded component library as the definitive contract for products.
29/01/20234 min Read More
Scaling Startups Need Strategy, Not Just ScreensProfessional

Scaling Startups Need Strategy, Not Just Screens

Too many teams rush to build wireframes before defining the foundational user problem. This tactical focus creates 'Screen Debt': beautiful interfaces built on shaky strategic ground. We need to flip the process, prioritising the strategic 'why' to ensure sustainable growth.
13/12/20174 min Read More
Flappy Bot: using machine learning to play gamesProfessional

Flappy Bot: using machine learning to play games

Forcing an AI to learn to play Flappy Bird we realised that Reinforcement Learning is the essential paradigm shift for autonomous, efficient systems.
11/11/20174 min Read More