AI for Accounting Firms
For practices, where the bottleneck is client records rather than your own.
What is accounting?
AI for accounting firms addresses the practice level problems of serving many clients at once, principally chasing documents, processing records that arrive in poor condition, and absorbing the seasonal peak around filing deadlines.
A practice does not have one set of books. It has forty, arriving in every possible condition, mostly in the same eight weeks.
The bottleneck is rarely the accounting. It is chasing a client for the bank statements, then receiving a photograph of a receipt book, then discovering the M-Pesa statement covers a different period.
That is where the practice loses time and margin, and it is where automation helps most, which is a different problem from the one a single business has with its own ledger.
What this cannot fix
Duara works with accounting and audit practices from Nairobi, on the client handling side rather than on the ledger side.
We are clear that this does not fix a client who does not send documents. It shortens the chasing, records who was chased and when, and shows you which clients cost more to serve than they pay, which is usually the more useful finding.
Who this is for
- You serve many clients with varying record quality
- The filing season crunch is unmanageable
- Document chasing consumes junior time
- You suspect some clients are unprofitable
Industries we serve
- Audit practices
- Tax consultancies
- Bookkeeping services
- Company secretarial firms
- Payroll bureaux
- Advisory practices
Problems this solves
These are practice management problems rather than accounting ones, which is why more technical staff does not solve them.
- Endless document chasing. Junior staff spend weeks requesting the same records, and nobody can say which client was chased when.
- Records arriving unusable. Photographs of receipt books and statements covering the wrong period turn a day of work into a week.
- The seasonal crunch. Most of the work falls in the same period and no amount of overtime makes the deadline comfortable.
- Unprofitable clients invisible. Some clients consume far more time than their fee justifies and nothing measures it.
What we deliver
Automated document chasing with a record of it, extraction from records in the condition clients actually send, and time visibility showing which clients cost what to serve.
Automated document requests and reminders
A record of who was chased and when
Extraction from records in poor condition
Time per client measured against fee
Deadline tracking across the client base
Reporting on where the season bottleneck actually sits
Features
- Chasing that keeps a record. Which client was asked for what and when, which matters commercially and occasionally professionally.
- Built for records as they arrive. Photographs and statements in odd formats are the normal input, and systems assuming clean PDFs are useless in a practice.
- Cost to serve made visible. Time per client against fee is usually the most valuable output, and most practices have never seen it.
- Deadline tracking across clients. Filing dates across the whole base, so the crunch is planned for rather than discovered.
- Honest about the limits. This does not make a disorganised client organised. It shortens the chasing and shows you what they cost.
Benefits
- Juniors stop chasing. The most junior and most expensive to retain staff stop spending their weeks on document requests.
- The season becomes plannable. Deadline visibility across the client base turns a crunch into a schedule.
- Unprofitable clients surface. Knowing which clients cost more than they pay is what makes a fee conversation possible.
- Records get usable faster. Extraction handles the formats clients actually send rather than the ones systems expect.
Technologies we use
- Automated client requests. Scheduled document requests and reminders with a record of each one.
- Document extraction. Reading records in the condition clients send them, including photographs.
- Time and cost tracking. Measuring effort per client against the fee charged.
- Deadline management. Tracking filing obligations across the whole client base.
- Practice reporting. Showing where time actually goes during the season.
The distinguishing feature of practice work is variety. Forty clients means forty formats, and a system that only handles tidy records solves the easy half of a problem that is entirely made of the hard half.
How the process works, step by step
Practice work usually takes five to eight weeks, and it is worth starting outside the filing season rather than during it.
-
Step 1
Free practice review
We look at where junior time goes, which clients consume most of it and how records arrive.
-
Step 2
Chasing automated first
Document requests and reminders go first, since that is the largest and least risky saving.
-
Step 3
Extraction added
Reading records in their real condition follows, tested on your worst examples rather than your best.
-
Step 4
Cost to serve measured
Time per client against fee is established, which frequently changes which clients you want.
-
Step 5
Season planned
Deadline tracking across the base turns the crunch into something schedulable.
Quality assurance and how we work
The commitments attached to working inside a regulated profession.
- We do not touch professional judgement. Audit opinions, tax positions and materiality decisions stay entirely with your qualified staff.
- We say this will not fix disorganised clients. It shortens the chasing and records it. The client sending a photograph of a receipt book will keep doing that.
- We test on your worst records. A system proved on tidy documents solves the easy half of a problem made entirely of the hard half.
- Client confidentiality is a design constraint. Practice data covers many separate clients and separation is built rather than assumed.
- We advise starting outside the season. Implementing during the crunch adds disruption at exactly the wrong moment.
Frequently asked questions about accounting
How is this different from bookkeeping automation?
That handles one business own ledger. A practice has forty sets of records arriving in every condition, which is a different problem.
Will it fix clients who never send documents?
No, and we say so. It shortens the chasing, records it, and shows you what that client costs to serve.
What if records arrive as photographs?
That is the normal input and we build for it. Systems assuming clean PDFs solve the easy half of the problem.
Does it make audit judgements?
No. Opinions, materiality and tax positions stay entirely with your qualified staff.
Can it help with the filing season?
Yes, mainly through deadline visibility across the whole base, which turns a crunch into something you can schedule.
When should we implement?
Outside the season. Implementing during the crunch adds disruption at exactly the wrong moment.
Will it show which clients are unprofitable?
Yes, and most practices have never seen that figure. It is frequently the most valuable output.
Is client data kept separate?
Yes, and separation is a design constraint rather than an assumption, since practice data covers many unrelated clients.
Does it handle M-Pesa statements?
Yes, and they are among the most common records we process for Kenyan practices.
How long before chasing is automated?
Five to eight weeks, with document chasing automated first because it is the largest low risk saving.
Will juniors lose their training?
Chasing documents is not training. Removing it usually frees them for work that develops them.
Can it track statutory deadlines?
Yes, across the client base, which is where practices most often get caught by volume rather than by difficulty.
Does it work with our practice management software?
Most common systems, and we would rather extend what you have than add a parallel one.
What about audit sampling?
We do not automate sampling judgement. Preparing populations and extracting data is a different and safer proposition.
Can small practices use it?
Yes, and the cost to serve finding is often more valuable to a small practice than to a large one.
Will our regulator have concerns?
The work is administrative and record keeping is stronger afterwards. Professional judgement is untouched, and we would encourage discussing it with them early.
Does it write to our accounting system?
Yes, so extracted values flow into your ledger rather than being rekeyed by staff.
What about clients who resist digital?
They keep sending what they send. The chasing improves and the extraction handles the format.
Who can access client records?
Only your own staff under your permissions. Nothing is copied out and no public AI model is trained on client material.
What does this cost a practice?
Client count and record volume determine it, quoted after the practice review.
Glossary of terms
Practice terms in plain language.
- Cost to serve
- The time a client actually consumes measured against the fee they pay.
- Filing season
- The concentrated period when most client deadlines fall.
- Document chasing
- Requesting records from clients, which is where most junior practice time goes.
- Extraction
- Reading values out of client records regardless of the format they arrived in.
- Client base
- The full set of clients a practice serves, each with their own deadlines.
- Engagement
- A defined piece of work for one client, with its own scope and fee.
Related services in Industries
Talk to us about accounting
Work out how many junior hours went into chasing documents last season. That figure usually decides this.
Start your project