The verdict in three sentences
RPA bots combined with automated statement reading cost roughly USD 8,000 to 20,000 in 2026 (our Casablanca clients pay 80,000 to 200,000 MAD excluding VAT) for a 30-person accounting firm handling 400 client files. The realistic gain is about 1,200 hours of data entry a year and an error rate divided by 5, which frees two junior staff for review and advisory work. Payback averages 9 months, provided you start with the 5 or 6 banks that produce 80% of statements.
What the bot actually does, step by step
The bot does not replace the accountant: it runs the mechanical part of bank processing, the part that eats the most hours during closing and GST filing periods.
| Step | Before (manual) | After (RPA + OCR) | Time per file per month |
|---|---|---|---|
| Statement collection | Download bank by bank or scan paper | Automatic collection from bank portals or mailbox | 15 min to 1 min |
| Line reading | Manual keying into the software | OCR + structured extraction (date, description, amount) | 25 min to 2 min |
| Account coding | Choosing the account line by line | Rules by description + learning from file history | 20 min to 5 min |
| Matching with documents | Searching invoices in folders | Automatic match on amount + date + counterparty | 15 min to 4 min |
| Review and exceptions | Full re-read | Review of flagged lines only (10 to 15%) | 10 min to 6 min |
Across 400 files, going from about 85 minutes to 18 minutes per file per month frees nearly 450 hours a month in theory. In practice, with seasonal files, uncovered banks and edge cases, the measured gain is about 1,200 hours a year, or 100 hours a month.
What an RPA project costs in 2026
| Item | 2026 range (USD) | Comment |
|---|---|---|
| Scoping and flow mapping | 1,000 to 2,000 | Banks, formats, accounting software (Xero, QuickBooks, local tools) |
| Bot development (5 to 6 banks) | 3,500 to 9,000 | One bot per statement format, PDF and Excel handling |
| Coding engine and rules | 1,500 to 4,500 | Rules per client file, chart of accounts mapping |
| Accounting software integration | 1,000 to 3,000 | Journal import, duplicate checks |
| Training and support | 1,000 to 1,500 | 30 staff, 2 internal champions |
| Total project | 8,000 to 20,000 | Depending on number of banks and software |
| Annual licences and maintenance | 1,800 to 4,000 | Orchestrator, OCR, bank format updates |
The main watch point: banks change statement formats once or twice a year. A maintenance contract that includes adapting bots within 5 working days avoids falling back to manual entry in the middle of tax season. On compliance, Singapore's PDPA requires reasonable security arrangements for client data, and bank credentials must be stored encrypted.
Error rate, the often underestimated gain
With manual entry, firms commonly see 1 to 2% of erroneous lines (debit/credit swaps, mistyped amounts, wrong accounts). With automated extraction and balance checks, the rate drops to 0.2 to 0.4%. On 400 files at 120 lines a month, that is about 600 errors avoided monthly, so fewer adjustments and less risk during a tax audit.
Mini case study
Priya, partner at a 30-person accounting firm in Singapore, invests USD 14,000 in an RPA project plus USD 2,800 of maintenance in year one. The measured gain is 1,200 hours a year. Valued at the fully loaded cost of a junior, about USD 15.50 an hour at the firm's blended rates, savings reach USD 18,600 a year, or USD 1,550 a month. Against the USD 14,000 project, break-even lands around month 9 (14,000 / 1,550), and year one still nets USD 1,800 after maintenance. Freed hours go to advisory work billed at USD 40 an hour or more, which shortens payback further.
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FAQ
How much does an RPA bot cost for an accounting firm?
A full project covering 5 to 6 banks costs USD 8,000 to 20,000, plus USD 1,800 to 4,000 a year in licences and maintenance. A 2-bank pilot can start around USD 4,000.
Does the bot work with paper or scanned statements?
Yes, through OCR, but accuracy is higher on native PDFs (over 98% of lines read correctly) than on scans (90 to 95%). Doubtful lines go to human review.
How long to go live?
Allow 8 to 12 weeks: 2 weeks of scoping, 5 to 7 weeks of development, 2 to 3 weeks of testing in parallel with manual entry on 30 files.
Do we need to cut staff?
No, successful firms redeploy the 1,200 hours to review, advisory and client relations. The time freed equals about 0.7 full-time equivalent.
Is client bank data protected?
Bank credentials are stored encrypted, run logs are traced and data handling follows PDPA requirements. Hosting stays in a secured environment in Singapore or the EU.
Let's scope your project. Send us your number of client files, list of banks and accounting software: we price an RPA project between USD 8,000 and 20,000, with a 2-bank pilot in 4 weeks. Detailed quote within 48 h. WhatsApp +221 77 596 93 33.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
