Auto-match rate
Auto-match (%) =
items matched by the agent and acceptedtotal items× 100
Shows how much matching work the agent carries.
AI agentIntake-to-pay
AI agent for bank reconciliation
An AI agent for bank reconciliation is software that matches bank and payment records to ledger entries and vendor statements, explains differences and monitors the sync between systems.
- People stay in control
- Every action is logged
- Start with a small sample
Bank statement lines
Payment run records
Ledger entries
Vendor statements
AI agent for bank reconciliationPrepared for review
- ✓Proposed matches
- ✓Break list with reasons
- ✓Sync gap report
- ✓Reconciliation record
Handed toAccountants receive breaks to clear
5inputs it reads
6steps in the walkthrough
1point where a person decides
4outputs it prepares
See it run
Agent Record PersonWatch it work
Live walkthrough
- 1Records gatheredRecord
- 2Propose matchesAgent
- 3List breaksAgent
- 4Check ERP syncAgent
- 5Accountant reviewsPerson
- 6Period summaryRecord
Bank lines, payments and ledger entries are collected.
The agent pairs payments with entries and statement items.
Unmatched items are listed with likely reasons.
It checks that postings reached the ERP as expected.
The accountant clears or explains each break.
A reconciliation record is prepared for sign-off.
The basics
What is an AI agent for bank reconciliation?
The bank reconciliation agent matches bank statements and payment records to ledger entries and compares vendor statements with payables. It also watches the ERP sync logs for failures. For records that do not pair up, it works out the likely cause, such as timing, a missing entry or a sync gap.
Read the full explanation
Accountants receive proposed matches, a list of breaks with suggested reasons and a draft summary of the period. They accept matches and make any adjusting entries, controllers sign off, and IT fixes sync faults. The agent changes no ledger entries. It logs each proposed match and open break so the reconciliation record is traceable.
Where it breaks
What this agent does
Each task below is something the agent prepares, checks, drafts or routes, with a person keeping the decision.
It pairs bank and payment records with ledger entries using amounts, dates and references.
It compares supplier statements with your payables records and lists missing or differing items.
Each unmatched item comes with likely causes, such as timing, fees or a missing entry.
It watches transfers between systems, such as NetSuite, and reports failures or gaps.
It compiles matched and open items in a form ready for review and sign-off.
The path
Reads, decides, does
- 01Reads
It reads bank statements, payment records, ledger entries, vendor statements and ERP sync logs.
- 02Decides
It decides which records likely belong together, which items remain unmatched and what probably explains them.
- 03Does
It records proposed matches, lists breaks and drafts the summary. Accountants accept matches and make any adjusting entries.
- 04Payment reconciliation
Matches payments to ledger entries.
- 05Vendor statement reconciliation
Compares supplier statements with payables.
- 06ERP sync monitor
Watches data flowing between systems and reports failures.
Want to see this flow on your own items?
Book a demoBring a small sample and watch Flo work through it.
Under the hood
Inside the work
| Aspect | By hand | With the agent |
|---|---|---|
| Matching | Lines are ticked off across several files. | Matches are proposed across bank, payments and ledger. |
| Breaks | Differences are hunted at month end. | Breaks are listed with likely causes as they appear. |
| Vendor statements | Compared to AP balances in spreadsheets. | Statement items are compared with ledger entries. |
| Sync issues | Missing postings are noticed late. | Sync gaps are flagged between the AP system and ERP. |
| Close evidence | Support is gathered for auditors manually. | A record shows each match, break and who cleared it. |
| If | Then | Who decides |
|---|---|---|
| A bank line matches one payment exactly | It proposes the match with the evidence | Accountant |
| One bank line covers several invoices | It suggests the grouping and shows the sum | Accountant |
| A payment has no bank line after the expected time | It lists it as unpresented or failed | AP clerk |
| A vendor statement shows an item the ledger lacks | It flags a possible missing invoice | AP clerk |
| A posting is missing in the ERP | It flags the sync gap with the document reference | Finance systems owner |
| A break stays open past the period | It carries it forward with an age and owner | Controller |
Reads
- Bank statement lines
- Payment run records
- Ledger entries
- Vendor statements
- ERP posting logs
Produces
- Proposed matches
- Break list with reasons
- Sync gap report
- Reconciliation record
Hands over to
- Accountants receive breaks to clear
- Controllers receive the period summary
- AP receives vendor statement differences
Timing differences
Payments cleared in the next period are tagged as timing. The accountant confirms before they are carried over.
Bank fees and FX differences
Small differences are grouped and described. The accountant decides on the correct posting.
Duplicate bank line
The agent shows both lines and the likely cause. A person decides whether to raise it with the bank.
Statement with disputed items
Disputed items are marked, not cleared. AP resolves them with the vendor before adjusting records.
- Accountant
- Clears breaks, approves matches and posts adjustments.
- AP clerk
- Chases vendors and fixes records behind breaks.
- Controller
- Reviews and signs off the reconciliation.
- Finance systems owner
- Fixes sync issues between the AP system and ERP.
People and control
What stays with people
- ✓Accountants approve matchesA person confirms proposed matches before they count.
- ✓Adjustments are made by peopleJournal entries and corrections follow your finance controls.
- ✓Controllers sign offPeriod close and reconciliation sign-off stay with named owners.
- ✓IT fixes sync problemsThe agent reports failures, and engineers resolve the cause.
- ✓Supplier queries are handled by peopleStatement differences are agreed with the supplier by AP.
Signs you would benefit
- •Close drags on reconciliationBreaks pile up near period end.
- •Same breaks every monthRepeating causes are not fixed at the source.
- •Missing postings surprise youERP sync issues are found late.
- •Auditors ask for supportEvidence takes days to assemble.
Not sure where AI agent for bank reconciliation fits in your process?
Talk it through with the team. We will map it to your steps and show where a person stays in control.
- Works from a sample of your real items
- Shows what Flo handles and what it hands over
- No commitment to start
Rollout
Rolling it out
- 1One bank account
Start with a single account with clean, regular payments.
- 2Matches proposed
The accountant confirms each proposal and notes where it is wrong.
- 3Add statements and sync
Include vendor statement comparison and sync checks on the same account.
- 4Widen accounts
Extend to more accounts and entities, keeping sign-off with the controller.
The numbersMetric 1 Metric 2 Metric 3
How to measure it
Set your own baseline first. We do not publish benchmarks without a source you can check.Open break count
Open breaks = [n] unmatched items at period end, by ageTracks what is left to investigate.
Sync failure count
Sync failures = [n] failed or missing transfers in [period]Indicates the reliability of the connection between systems.
Questions
Frequently asked questions
Quick answers to what people ask most about AI agent for bank reconciliation.
Book a demoWhat is an AI agent for bank reconciliation?
It is an agent that matches payments and statements to ledger entries, explains differences and monitors system syncs, so accountants review exceptions rather than every line.
Does it make journal entries?
No. It proposes matches and lists breaks. Accountants decide on adjustments and post them under your controls.
Can it reconcile vendor statements?
Yes. It compares a supplier statement with your payables records and lists missing, duplicate or differing items.
How does it help with ERP sync issues?
It watches transfers between systems and reports records that did not arrive or arrived with differences, so they can be fixed before close.
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See all 324 AI agent pages →Try AI agent for bank reconciliation on your own data
Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.
- People approve, sign and pay
- Every action is logged
- Start with a small sample
