The signal this week: 80% of UK SMEs are not meaningfully using AI. Microsoft and WPI Strategy put the value left on the table at £78 billion per year. Most of that gap is not a technology problem — it is an operations problem.
WHY MOST AI ADOPTION FAILS
The businesses that fail to get value from AI share a common pattern. They invest in a tool. They apply it to an existing process without questioning that process. The tool underperforms. They conclude AI is overhyped.
The problem was never the AI. The problem was applying a new capability to a process that had not been examined, simplified or properly defined.
Technology cannot fix poor processes. It can only help poor processes fail faster.
WHERE THE VALUE ACTUALLY IS
The £78 billion gap is not sitting in large-scale AI deployments. It is distributed across millions of small operational improvements that compound over time. Faster decisions. Fewer handoffs. Less rework. Less time spent on activity that does not move the business forward.
These improvements do not require a transformation programme. They require an honest assessment of where time and resource are being lost, and a methodical approach to removing that friction.
WHAT TO DO ABOUT IT
North Forge works with organisations to identify where operational friction is highest — and to address it. Sometimes the answer is process redesign. Sometimes it is better governance. Sometimes it is AI. Often it is all three in sequence.
Our AI Readiness Assessment identifies where your organisation genuinely sits and what the highest-value opportunities are. If you want to know whether your business is part of the 80% — and what it would take to move — reply to this email.
Craig Sewell | Founder, North Forge AI