The Cambridge Judge report lands like a diagnosis: 81 per cent of financial services firms are running AI, but only 14 per cent believe it actually moves the needle. For UK mid-market law firms, insurers and accountancy practices regulated under the SRA Code, FCA Consumer Duty PS22/9, or PRA SS1/23, this should trigger hard questions about what 'adoption' means. You can deploy Harvey, Luminance or Microsoft Copilot across your fee-earner base tomorrow. That is not strategy. That is an invoice. The gap between deployment and transformation is not a timing issue. It is a fundamental misalignment between how AI tools are selected and how your business actually works.

This pattern repeats across regulated services. Firms buy AI products because competitors are buying them, or because vendors make compelling claims about document review speed or contract analysis. The FRC ISA UK auditing standards and the emerging EU AI Act compliance burden mean that adoption decisions now carry governance weight — yet most firms treat AI as a department-level purchase, not an organisational capability. The ISO 42001 governance framework exists precisely because this gap exists. We are watching the sector discover that owning a horse does not make you a cavalry unit.

Here is Trovix's honest take: transformation happens only when AI is wired into the workflows where your people actually spend time and where your firm actually captures value. If your intake process is still manual even though you have deployed document extraction AI, you have bought a tool, not changed a process. If your fee-earners still re-read documents that AI has already analysed, you have added steps, not removed them. The difference between a product like Luminance (point solution, document-centric) and Trovix Aria (integrated assistant for fee-earner workflow) is exactly this: one accelerates a bottleneck; the other replaces the bottleneck. The Cambridge data suggests most firms have chosen the former and are wondering why their transformation rate is 14 per cent.

What you should do now: stop measuring AI success by adoption rate. Measure it by process elimination. If you have not mapped which human steps AI will replace, which decisions it will automate, and which workflows will change as a result, you are still in the procurement phase, not the integration phase. For mid-market practices, that means naming the specific capability you are building — intake automation (Trovix Brief), document intelligence (Trovix Sift), or knowledge assistant function (Trovix Aria) — and measuring success in time recovered per fee-earner per month, not in technology installed. The 67 per cent of firms between 'no adoption' and 'transformational' have adopted the wrong thing. Do not join them.

Source: Cambridge Judge Business School