AI Strategy
Jun 2025
Why Your AI Strategy Is a Procurement Exercise in Disguise
Most enterprise AI initiatives fail not because the models are wrong, but because the governance conversation never happened.
Est. 2024 · AI Consulting Perspectives
No hype cycles. No breathless predictions. Just honest, experienced thinking on how organisations can navigate AI — written by someone who's in the room when the hard decisions get made.
Most enterprise AI initiatives fail not because the models are wrong, but because the governance conversation never happened.
Calibrating trust in AI systems is a skill. It's also one almost no management training programme covers. A framework for the rest of us.
Retrieval-augmented generation has become the default answer to grounding LLMs in enterprise data. Here's what the vendor demos leave out.
As LLMs move from prototypes to production, organisations face a structural problem: the person responsible doesn't always understand the system.
The language we use around AI experiments shapes how leadership evaluates them. Time to get our terminology straight.
Before you sign the enterprise license, here's a checklist that the vendor sales deck won't give you.
The decision between fine-tuning a model and engineering better prompts is mostly made by consultants who benefit from the more expensive option.