Insights
Useful notes on making AI do real work.
6 min read
The 4 layers of useful AI adoption
Most teams buy tools and skip the system around them. Here is the simple model that stops AI becoming theatre.
4 min read
Diagnose before you build
The expensive mistake is not picking the wrong model. It is automating the wrong bit of work.
5 min read
AI governance is not red tape
Governance is how you let AI touch real work without pretending risk has disappeared.
5 min read
The missing context layer
If every AI task starts from nothing, your team is paying the setup cost again and again.
6 min read
Why 95% of AI pilots fail
MIT found that 95% of generative AI pilots show no measurable return. The reason is not the technology. It is everything the pilot skipped.
7 min read
How to choose an AI consultant (without buying theatre)
The questions that separate consultants who ship working systems from consultants who ship slide decks.
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