Industry
Finance & Accounting
If software does the bookkeeping, what exactly is the fee for?
Compliance work is being automated from underneath the profession, and the firms that thrive are moving deliberately from processing to advisory.
The friction
Where the hours actually go.
Skilled people doing clerical work
Qualified accountants transcribing invoices is the most expensive data entry in any professional services firm.
Client records arrive in every format imaginable
Photos, scans, spreadsheets, portal exports and the occasional carrier bag of receipts.
Deadline compression
Work bunches against filing dates, creating overtime peaks and the error rate that comes with them.
Advisory never gets started
The higher-value conversation is always next month, because this month is full of processing.
The opportunity
What we would build, and in what order.
Sequenced by return, not by how interesting the technology is.
- 01Document & Finance
Process documents straight through
Extraction tuned to your client base, validated against reconciliation rules, with only genuine exceptions reaching a person.
- 02Customer Operations
Chase clients without chasing clients
Missing records identified automatically and requested with specifics — which document, which period, which account.
- 03Business Intelligence
Spot the advisory trigger
Margin drift, cash-runway changes and unusual patterns surfaced across the client book so partners open the conversation rather than waiting for it.
- 04AI Agents
Answer internal questions instantly
Staff query the firm's own accumulated guidance and precedent rather than interrupting a senior colleague.
Sector constraints
What we design around in this industry.
These are not caveats added at the end. They shape the scope from the first workshop.
- No filing is ever submitted unattended — everything is prepared for review and signature
- Payment release requires human authorisation without exception
- Client data is excluded from model training in writing, and can be processed inside your own tenancy
- Professional-body requirements on record retention and supervision are designed in, not bolted on
Worked example
AI Finance Operations
A practice handling roughly 1,800 client documents a month across photographs, scans, portal exports and email attachments. Qualified staff transcribe rather than advise, month-end compresses against filing deadlines, and the advisory conversation that clients would actually pay for keeps getting postponed.
Open AI Finance OperationsThe system
What this looks like running in finance & accounting.
A worked example, sized for a business of this shape.
- Documents processed
- 1,842
- Straight through
- 1,536
- Caught pre-ledger
- 97
83.4%
| Reference | Supplier | Amount | Validation |
|---|---|---|---|
| INV-88214 | Northgate Utilities | £1,284.00 | Posted |
| INV-88216 | Whitrow Logistics | £4,905.12 | PO differs £68 |
| INV-88218 | Unrecognised sender | £2,400.00 | New vendor |
| INV-88219 | Harlow Facilities | £880.50 | VAT inconsistent |
No filing is submitted unattended and payment release always requires human authorisation. A document failing validation stops.
Playbooks
Detailed implementations for finance & accounting.
Each one carries a concrete scenario, what gets built, the metric that tells you it worked, and the boundary that stays with a person.
If software does the bookkeeping, what exactly is the fee for?
Finance & Accounting · what is actually changing
Questions from this sector
Fair challenges.
Does this put our staff out of work?
The pattern we design for is the same team handling a larger client book with more advisory content, because that is where the fee income is moving anyway. If your intention is headcount reduction, say so at the assessment and we will model it honestly rather than dress it up.
Our regulator will ask about this.
Good. The audit trail, supervision points and data-processing terms are designed to be shown to them. A system you cannot explain to a regulator is not a system we will build.
Is this your business?
The assessment takes eleven questions and scores where your opportunity actually concentrates. It runs in your browser and shows its arithmetic.
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