Industry solution
AI for Accountancy Firms
91% of UK accountancy firms are implementing AI right now. The question isn't whether to adopt – it's what to automate first. We build solutions that work with Xero, QuickBooks, Sage, Dext, and the tools your firm already uses.
Why accountancy firms are moving on AI this year
UK accountancy is in a pincer grip. Making Tax Digital for Income Tax (MTD for ITSA) expanded to more sole traders and landlords in 2026. HMRC's roadmap keeps pushing the timeline. Meanwhile the ICAEW's own surveys show mid-tier firms struggling with talent: juniors leave before they qualify, seniors absorb the compliance grind, and partners spend billable time on admin. 91% of UK accountancy firms are implementing AI right now. That number is not enthusiasm. It is survival.
The firms pulling ahead are not replacing people. They are removing the work that never should have been done by humans in the first place. Bank reconciliation. Chasing documents from clients who ignore emails. Re-keying data from PDFs. The 70% of an accountant's month that isn't advisory, isn't planning, and isn't what clients actually pay for. Strip that away and the same headcount can take on 30% more clients without overtime or burnout.
What to automate first
The right first project is small, measurable, and directly eats billable admin. For most firms that means bank transaction categorisation. Connect your Xero or QuickBooks feed, let AI categorise against 90 days of your own history, your team reviews exceptions only. A 15-person firm I worked with went from 5 hours per week on reconciliations to 15 minutes. That is one workflow. No new software, no new logins, nothing to learn for the people doing the work.
Second on the list is document chasing. You know the pattern: client promises to send receipts 'this week', forgets, you chase, they promise again, January hits, chaos. A simple automated chaser with escalation rules (7-day nudge, 14-day reminder, 21-day partner alert) removes the email ping-pong entirely. Clients respond because the system is polite, specific, and persistent. Staff get their mornings back.
Third is MTD deadline orchestration. Every client, every quarter, four reminder points. Multiply by 200 clients and you have a full-time job. AI handles the scheduling, personalises the message per client, and flags at-risk accounts to a partner. Zero missed deadlines. Zero burnout.
The compliance question
Partners ask me about AML, data handling, and professional indemnity before they ask about ROI. That is correct. ICAEW's current guidance is clear: you can use AI tools in your practice provided client data is handled under existing confidentiality obligations, AI outputs are reviewed by a qualified person, and clients are informed where AI is used in advisory work. We build every workflow with that guidance baked in. Enterprise AI APIs that do not train on your data. Signed Data Processing Agreements before any project starts. Audit logs of every AI decision. For firms with professional indemnity insurers who want documentation, we supply the compliance trail.
The practical version: your clients' bank statements do not end up in ChatGPT's training data. Your reconciliation logic stays yours. Your compliance file is stronger after the sprint than before it.
10 workflows
Ready to build
Bank Transaction Categoriser
Bank feed syncs – AI categorises transactions based on 90-day history. Your team reviews exceptions only.
70% of reconciliation time saved
Client Document Chaser
Missing documents – automated SMS and email sequence: "Your accountant needs X by Y." Status tracker shows what's outstanding.
Eliminates email ping-pong
MTD Deadline Reminder Sequence
HMRC deadlines trigger personalised client reminders: 30, 14, 7, and 1 day before.
Zero missed deadlines
Month-End Close Orchestration
End of month – AI executes your close checklist, generates variance reports, and writes narrative explanations.
From 12 days to 3 days
Automated Bank Reconciliation
Daily bank feed – ML predicts matches based on history, auto-reconciles, and flags exceptions for review.
From 5 hours to 15 minutes
Invoice Processing (Accounts Payable)
Invoice arrives at your AP inbox – OCR extracts data, matches to purchase order, categorises, and drafts payment.
5x faster invoice processing
Cash Flow Forecasting
Weekly analysis – AI examines seasonal trends plus AR/AP data and projects cash flow 90 days out. Alerts on potential shortfalls.
Prevents liquidity crises proactively
Advisory Dashboard Generation
Before a client meeting – raw data transformed into visual dashboards ready for advisory conversations.
From hours of prep to minutes
Client Onboarding (Accounting)
Form submitted – CRM updated, welcome email sent, proposal generated, work items created, document chasing begins.
From 1 month to 5 days
Tax Law Query Assistant
Junior accountant asks a question – RAG agent searches current HMRC/IRS codes and responds with citations.
Instant tax code clarification
We work with
Xero, QuickBooks, Sage, Dext, AutoEntry, Karbon, Ignition, Silverfin
Frequently asked questions
- How much does AI implementation cost for a UK accountancy firm?
- For a typical 10-25 person practice the first project is £1,450-2,950 fixed price for a 14-day sprint that delivers one working automation plus training. Running costs after that are £0-90 per month for the model and hosting. Compare that to the cost of one junior's hour rate over a year and the payback is usually under 30 days for the first workflow alone.
- Will AI replace my junior accountants?
- No. In every firm we have worked with, the juniors end up doing more interesting work, not less work. AI takes the data entry, categorisation, and chasing. Juniors review exceptions, handle the judgement calls, and move into client-facing advisory earlier. The ICAEW's 2025 research found 86% of firms using AI reported unchanged headcount, and the ones that were hiring said AI made them more productive per employee, not less dependent on them.
- Is it safe to use AI with client financial data?
- Yes, when done properly. We use enterprise API tiers from Anthropic and OpenAI that contractually do not train on your data. A signed Data Processing Agreement is part of every engagement. For firms handling particularly sensitive data, we can run models on dedicated UK-based infrastructure so no client information leaves the country. ICAEW's current AI guidance supports these setups explicitly.
- Does AI work with Xero and QuickBooks?
- Yes, and Sage, Dext, AutoEntry, Karbon, Ignition, and Silverfin. We do not replace your accounting software. We build automations that plug into its API, read the data that is already there, and push decisions back without anyone re-keying anything. The integration work is the real value of a done-for-you build compared to an off-the-shelf tool.
- How long before we see ROI on AI for an accountancy practice?
- The first workflow typically saves 5-15 hours per week from day one after deployment. For a £1,950 Sprint that pays back inside four weeks at junior billable rates, two weeks at senior rates. The compounding effect matters more than the first-month payback: once the team trusts the system, usage expands across more workflows without more investment.
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