Regional IFA practice: 70% faster compliance reporting and 55% more annual-review capacity

Advisers were spending up to three hours per client on suitability report drafting, pre-meeting research collation, and post-meeting compliance documentation. In a practice where each adviser carried a book of 120–150 clients, that administrative load was directly limiting how many annual reviews could be completed each year. Clients were routinely waiting longer than the FCA's guidelines for their review, which created regulatory exposure as well as commercial pressure.

A previous attempt to streamline with a generic document-assembly tool had been abandoned after six months because it produced reports that still required substantial manual correction. The compliance director was sceptical about AI and needed to be certain that any new approach would produce output that a human adviser had meaningfully reviewed and could stand behind — not something the firm had rubber-stamped.

We started with a governance-first review. Before any AI tool touched a client record we produced a full data protection impact assessment, mapped the firm's existing FCA SYSC obligations against the proposed workflow, and defined the human review checkpoints that every AI-generated draft would pass through before use. The compliance director reviewed and approved the framework before a single pilot was run.

The technical solution was deliberately narrow in scope. AI-assisted drafting was deployed for three specific document types: suitability report first drafts, annual-review preparation packs, and post-meeting file notes. No client-identifiable data left the firm's Microsoft 365 environment — the entire workflow ran inside tools the firm already had contracted and data-processed.

We ran a structured eight-week pilot with four advisers covering 60 client cases, measuring time-per-document and compliance-review pass rate before and after. Once the pilot confirmed both metrics were significantly better, the workflow was rolled out firm-wide with a two-day adviser training programme and a designated compliance champion to handle questions post-launch.

Compliance report preparation time fell 70% across the firm. Annual-review capacity increased by 55%, bringing every active client within the FCA-recommended review window for the first time in four years. Audit prep for the firm's next FCA supervisory visit took four days rather than three weeks, and the visit produced zero findings on the documentation reviewed.

No adviser headcount changed. The freed capacity was used to reduce the review backlog and to take on a tranche of new clients who had been on a waiting list. The compliance director, who had been the most sceptical voice in the room at the outset, presented the results to the network's head office as a model other practices could follow.