Regional accountancy practice aligns the partnership on AI before a vendor decision

Challenge

A regional UK accountancy practice with 20 to 100 employees had four different positions on AI around the partner group. One partner was running an enterprise copilot across audit and wanting to expand it. A second had stopped an earlier pilot after a data-handling question about client-held personal data went unanswered. A third was concerned about the ICAEW competence position on narrative commentary drafted by AI. A fourth was quietly using a consumer chatbot to redraft client emails.

The Head of Finance Operations, backed by the Managing Partner, wanted the partner group in one room for half a day and a single defensible position out the other side. The trigger was a live vendor proposal the partnership had to accept or decline within the quarter, and the internal realisation that the partnership did not have a shared understanding of what the vendor was actually selling.

Approach

Learn AI delivered the Executive AI Briefing on site to the full partner group, the Head of Finance Operations, and the Compliance Partner. The pre-briefing call surfaced the vendor proposal and the four partner positions as inputs to the agenda, so the session ran against the firm's actual decisions rather than a generic deck. The four agenda blocks covered the sector landscape for UK mid-market accountancy practices, strategic implications around ICAEW and CIMA competence, use case identification against the firm's existing audit and advisory workflows, and an ROI and governance measurement posture tied to Making Tax Digital and UK GDPR.

The Briefing closed with a one-page written summary the partnership could circulate internally and a thirty-minute follow-up call four weeks later to confirm the vendor decision had been taken on the basis the partners agreed.

Outcome

• The partnership left the Briefing with one written position on AI that all partners signed. The document covered sanctioned and prohibited tools, where AI belongs in the audit workflow, the ICAEW competence framing on narrative commentary, and the named reviewer on any AI-drafted output routed to a client.
• The vendor proposal was declined inside two weeks on governance grounds the partnership could defend to the firm's external auditor. A second vendor was shortlisted on a revised specification the partners wrote themselves.
• The Compliance Partner took ownership of the AI register. Each tool now carries a named owner, a UK GDPR lawful basis, a data processing location, and a procurement route. Sub-processor risk is checked on every renewal.
• Consumer-grade AI use on client data was closed off inside four weeks. The firm replaced it with an enterprise tenancy configured against the partnership's written posture, not the vendor's defaults.
• A follow-on half-day AI for Finance Teams workshop for the audit and advisory staff was booked at the four-week check-in. The partnership also commissioned a 90-Day Enablement subscription for the audit team to embed the Briefing's decisions into live matter work.

Quote

We walked in with four different partners and four different positions on AI. We left with one. The vendor decision we had in front of us was decided in the next fortnight, on grounds we could defend to our external auditor. The pre-call did most of the work.

Managing Partner, regional UK accountancy practice (20 to 100 employees)

Next step for a similar firm

The direct entry point for a partnership sitting on a vendor decision is the Executive AI Briefing. Partnerships that want a diagnostic before committing to a half day in a room can start at the AI Readiness Assessment. The audit and advisory team workshop sits on the Finance & Accounting sector page.