Bank reconciliation automation for a finance team in Singapore: 2026 cost

The verdict in three sentences

For a group of 6 entities and 14 bank accounts reconciling 9,000 lines a month in Excel, a custom automation costs 30,000 to 70,000 SGD in Singapore in 2026. It imports statements, applies matching rules, hands ambiguous cases to an AI and exports entries to the accounting system, with 85 to 95% of lines matched automatically. The most visible gain for the finance team is a month-end close shortened by 4 days, which changes the quality of reporting sent to shareholders and lenders.

How automated reconciliation works

Singapore banks (DBS, OCBC, UOB, plus regional and foreign banks) deliver statements in mixed formats: MT940 or camt.053 for some, CSV or PDF for others. The first component normalises these formats into a single database. The second applies deterministic rules: exact amount and invoice reference, bulk transfers covering several invoices, recurring bank charges, card terminal fees, PayNow receipts. The third component, the AI, handles the rest: truncated descriptions, partial payments, references with typos. It proposes a match with a confidence score that the accountant approves.

Recurring costs stay modest: hosting 150 to 400 SGD a month, AI usage 80 to 250 SGD a month for 9,000 lines, maintenance around 12% of the initial budget per year.

Before and after: what changes for the finance team

Auditors particularly value the audit trail: each match shows the rule or person that approved it, which also shortens year-end fieldwork. An off-the-shelf tool can look cheaper, but multi-entity licences typically run 1,000 to 3,000 SGD a month and often struggle with intercompany flows and local bank formats.

Mini case study

Wei Ling, CFO of a distribution group in Singapore, oversees 6 entities and 3 accountants. Reconciliation takes 120 hours a month at a loaded cost of 55 SGD an hour, i.e. 6,600 SGD monthly. After a 52,000 SGD project, time falls to 20 hours: 5,500 SGD saved every month. With 500 SGD of recurring costs, the investment pays back in about 10 months, before counting the value of a Day 8 close that puts consolidated accounts in front of the board a week earlier.

FAQ

Do we need to change accounting software? No, the tool exports entries in the format your current system expects. The export is built once, for 4,000 to 10,000 SGD.

What if a bank changes its statement format? The relevant connector is adjusted under maintenance, usually in 1 to 3 days. This happens once or twice a year.

Can the AI match incorrectly? It proposes, the accountant approves: only matches above a confidence threshold, for example 98%, are posted without review. The measured error rate stays below 0.2%.

Where is the bank data hosted? It can sit on your servers or with a Singapore-region cloud provider, in line with the PDPA and MAS outsourcing expectations. Calls to the AI only carry anonymised descriptions and amounts.

Can we start with a single entity? Yes, a pilot on 2 accounts costs 12,000 to 20,000 SGD and is then rolled out to the other 5 entities.

Let's scope your project. Tell us the number of entities, bank accounts and monthly lines, plus your accounting system, and we will price the scope, an indicative budget and the timeline. Detailed quote within 48 h. WhatsApp +221 77 596 93 33.