Is AI Costing Your Business More Than It Solves?

The Finance Act 2025 did not remove the real barrier to AI adoption. It just made the wrong decision cheaper to repeat. This is probably why in the Budget 2026-2027 the government shifted from offering mere financial write-offs to building a massive national ecosystem.

The OECD surveyed more than 5,000 SMEs in 2025. The top reason for non-adoption was not cost. It was owners believing AI was unsuitable to their business; 57% said so. Skills gaps and legal concerns followed. Cost did not register as significant.

Meanwhile, S&P Global reported in 2025 that the share of firms abandoning most of their AI initiatives jumped from 17% to 42% in a single year. MIT's NANDA study found 95% of organisations saw no measurable return from their pilots. By February 2026, HBR reported 88% of firms using AI regularly, and describing the returns as disappointing.

The pattern is consistent. They bought a tool, then went looking for a problem to justify it.

The Finance Act 2025 deduction is real. The measures announced in the 2026-2027 budget will probably be implemented. But, the incentives only change the economics. They do not change the method. And the method is where the failures come from.

Reverse the order. The question is not "which AI tool should I buy." The question is "which process is costing my business the most time, money, or errors right now." You answer that first. Then you ask whether anything, AI or otherwise, can fix it.

Before you look at any tool: what is the single process in your business costing you the most right now?