The Sunday invoice-chasing. The onboarding done the same way every time.
AI is quietly compressing the hours this profession bills, and hourly pricing hasn't noticed. An IIA-certified auditor's independent read on where AI and automation actually pay back in your practice, and where they do not.
If you have been watching the consolidator pause and asking whether the independent model still works with capacity squeezed and demand outpacing supply, this page is for you.
You did not become a partner so you could spend Sunday afternoon chasing invoices. Or so the practice manager could spend Friday afternoon onboarding the same way as last time, and the time before that.
The honest answer in 2026 is that a meaningful chunk of the work fee-earners and admin staff do every week could be done by a workflow the practice owns. Not a SaaS subscription. Not an outsourced firm. Not another piece of software you have to log into.
That is what we do. We are an independent AI and automation consultancy. AI and automation is not a bolt-on for us. It is the only thing we do. We sell advice and ownership. We do not sell licences.
What “owning the system” actually means
We build on n8n, NocoDB, and Claude, hosted on the practice’s own infrastructure. Your accounts. Your data. Your keys.
If you stop paying us tomorrow, the system keeps running. There is no per-seat fee that grows when the team grows. There is no vendor’s roadmap holding the firm to a ransom. The practice manager can read the workflow because it is written in plain English on the screen.
When the practice changes, you change the system. Not us. We give you the keys.
What good looks like in a small practice
Automating the right ten jobs is built to go after:
- Six to ten fee-earner hours per week recovered, per partner.
- Debtor days coming down inside a quarter.
- Onboarding time-to-first-billable-work falling from weeks to days.
- A partner dashboard that updates itself, not a Sunday-night scramble.
- A flat cost curve. Same automation cost whether the team is six or sixteen.
These figures are estimates, grounded in how long these jobs take by hand today rather than results measured across a client base. Your practice is the test of them.
The system does not need AI for any of this. Some jobs benefit from AI; most are just plumbing. The point is ownership, not novelty.
Three of the 25 jobs, as examples
Before you decide whether the full list is worth your email address, here are three of the twenty-five. One from money-in, one from onboarding, one from internal admin. Each is a real job that comes up again and again at independent practices.
The partner-voice AR chase
Looking at the aged debtors report, deciding who needs the polite chase, who needs the partner-cc chase, and who has gone quiet entirely. Then writing the email.
Xero's automated reminders are too gentle. Clients ignore them. The partner ends up doing it personally, in their own voice, on a Sunday.
Reads the aged debtors report nightly. Knows the engagement letter terms. Drafts the chase in the partner's voice, mentioning the specific job that is outstanding. Escalates on a schedule. Partner approves with one click.
Four to six hours a week back per partner. Debtor days coming down inside a quarter.
Engagement letter to first billable work
New client signs the engagement letter. Practice manager then sets up the client in Xero, requests the documents, sends the AML pack, sets up the file, books the kickoff. Three or four days, sometimes weeks.
It is the same sequence every time, done by hand every time. The information sits in five places. Nobody enjoys it. The client thinks the practice is slow.
Engagement letter triggers the lot. Client portal goes out the same day. Documents come back into the right folder, named correctly. AML check runs. Kickoff is booked from the partner's calendar. Practice manager reviews exceptions, not every step.
Time to first billable work falls from weeks to days. Onboarding feels professional, not apologetic.
The partner dashboard that updates itself
Sunday night. Partner pulls together WIP, lock-up, debtors, jobs by status, who is over budget, who has gone quiet. So Monday's partner meeting is not a fishing trip.
The numbers exist. They live in Xero, the practice management tool, the time-recording tool and someone's spreadsheet. Pulling them together is two hours nobody bills for.
Reads from each system overnight. Writes a single dashboard the partner opens on Monday morning. Flags the three things that need attention, not the forty that do not.
The partner meeting starts with the answer, not the question. Sunday night belongs to the partner again.
If those three sound familiar, the other twenty-two probably will too.
The full list, if you want it
The full 25 covers money-in, onboarding, year-end plumbing, internal admin, and the soft compounding work that gets pushed down the list. It is not a sales pitch. There is no “book a call” link inside it. It is a working list.
How a first engagement works
The way we work with independent practices is a paid AI and Automation Audit before any build conversation. Two days on site with the people who actually do the work, then a written report by the Friday and a 45-minute walkthrough call the week after.
There are three ways in. The operations route asks where the time is going and what to fix first. The AI route asks how the practice is actually using AI and what that is exposing it to, scored across six dimensions. Or we scope something of your own on a call. All three start at £1,995.
You leave with everything worth doing in priority order, the biggest items fully worked and priced, a page on what we would deliberately not build, a first move for the next 30 days, and every calculation shown so you can check the arithmetic. Vendor-agnostic. Runs on your stack. No commission anywhere in the chain.
The build, if you want one, is a separate decision and a separate engagement. The audit is £1,995 with no VAT to add, for a single site of up to around five departments, which is roughly a week’s work. A larger or multi-department practice is priced up front for the extra time, with a fixed quote agreed before we start.
Read the full audit page or book a free 30-minute strategy session to decide whether it is the right shape for your practice.
A note on what we are not
- We are not selling AI in a box. AI and automation is what we do, but most of the work is workflow design, not prompting. AI gets used where it earns its place.
- We are not a software vendor. There is no licence. There is no recurring subscription paid to us.
- We are not the cheapest option. We are the option that leaves the practice owning the system at the end.
David Perkins, Perkins SmartOps. Independent automation consultant for UK businesses. We build it in your house, you own the keys.