Most AI strategies are written at the wrong level of abstraction. They describe outcomes without specifying systems, and aspirations without addressing data. Here is how to write one that actually leads to working AI.
Most businesses building AI on their own data face the same question: should we use RAG or fine-tuning? The honest answer is that most businesses need neither in their pure form, and the choice depends on what you are actually trying to achieve.
Gartner predicts 40% of enterprise apps will incorporate AI agents by end of 2026. Most UK businesses are still at the chatbot stage. Here is why that matters and what to do about it.
AI budgets are growing, but scrutiny is growing faster. Here is a practical framework for building a business case for custom AI that will survive internal approval.