AI Strategy Consulting
AI strategy consulting built around your organisation's expertise. Practical roadmaps that make your best people more effective, not obsolete.
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Ai-Strategy
10 entries.
Designing AI That Protects Expertise
AI systems do not have to erode human skill. Designed deliberately, they can preserve and even strengthen it. Six practical design patterns, and the continuum that tells you where to keep practising.
Read moreDeskilling Is Already Happening: Evidence Across Domains
From medicine to aviation to driving, the same pattern recurs: skills that are not practised atrophy, even among highly trained professionals. The business risk follows close behind.
Read moreThe Cognitive Cost of Convenience
AI delivers real productivity gains, but relying on it to do our thinking quietly reduces the mental engagement that builds and maintains skill. Here is what the research shows, and what it does not.
Read moreThe LLM Wiki: A Pattern for Smarter Organisational Knowledge Bases
Andrej Karpathy's 'LLM Wiki' pattern offers a compelling alternative to retrieval-augmented generation. Instead of re-deriving insights from scratch on every query, AI incrementally builds and maintains a persistent, structured knowledge base. The implications for organisational knowledge management are significant.
Read moreAI for Knowledge Transfer: The Opportunity Most Organisations Miss
AI is widely used to process existing information. Its potential to capture expertise that was never documented in the first place is largely overlooked.
Read moreAI Doesn't Just Miss Tacit Knowledge. It Can Destroy It.
Most AI is designed to optimise tasks. But when it's built without reference to the expertise behind those tasks, it doesn't just fail to capture that knowledge; it can actively erode it.
Read moreWhy Most AI Projects Fail and How to Beat the Odds
Around 80% of AI projects fail to deliver business value. We break down the three root causes, including the tacit knowledge problem most teams miss.
Read moreFive Questions to Ask Before Starting Any AI Project
Five essential questions before any AI project, including how to account for the tacit knowledge your experienced people rely on.
Read moreAI Readiness Assessment
A five-dimension AI readiness assessment that tells you honestly where you stand, including the knowledge and expertise mapping most reviews miss.
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