AI agentIntake-to-pay

AI vendor statement reconciliation agent

An AI vendor statement reconciliation agent reads a vendor statement and your ledger for the same vendor and lines up invoices, credits and payments on both sides.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Vendor statements
Vendor ledger account
Open invoices and credits
Payment records
AI vendor statement reconciliation agentPrepared for review
  • ✓Line-by-line comparison
  • ✓Missing and extra item lists
  • ✓Draft vendor query
  • ✓Agreed balance note
Handed toAP clerk receives differences and a draft query
5inputs it reads
6steps in the walkthrough
1point where a person decides
4outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Receive statementRecord
  2. 2Read the linesAgent
  3. 3Compare to ledgerAgent
  4. 4Explain differencesAgent
  5. 5AP clerk follows upPerson
  6. 6Record outcomeRecord

A vendor statement arrives by email or portal.

The agent extracts invoices, credits and payments from it.

Each line is compared with the vendor's ledger account.

Differences are sorted into missing, extra or amount mismatches.

The clerk contacts the vendor or fixes the ledger.

The agreed balance and open items are noted.

The basics

What is an AI vendor statement reconciliation agent?

It sorts differences into categories such as invoices you have not recorded, payments they have not applied, and amounts that disagree.

Read the full explanation

It prepares a short summary and a draft query for your AP team to review before anything goes back to the vendor.

Where it breaks

Why this step is hard by hand

Vendor statements are the supplier's version of the truth, and they often disagree with yours. Reconciling them is routine detective work that most teams only do for the largest vendors.

PDFs, spreadsheets and email bodies each need reading before they can be compared.

A bill sent to the wrong person never reaches payables, and only the statement shows it.

Cash may sit on account at the vendor against the wrong invoice.

Vendors forget to net credit notes, or you forget to record them.

Without help, teams reconcile only the biggest suppliers and miss problems elsewhere.

The path

How the agent does it

  1. 01Read the statement

    The agent extracts each line from the vendor statement with its date, reference, amount and type.

  2. 02Pull the ledger view

    It retrieves your open and recently paid items for that vendor over the same period.

  3. 03Match line by line

    Items are paired on reference and amount, and near matches are shown with the difference called out.

  4. 04Explain the gaps

    Unmatched items on either side are labelled, such as not in ledger, not on statement or amount differs.

  5. 05Draft the follow-up

    The agent prepares a list of queries and a draft message for your team to edit and send.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

Book a demo
Under the hood

Inside the work

AspectBy handWith the agent
Reading statementsStaff re-key statement lines to compare them.Agent extracts lines from the statement into a comparable form.
Finding gapsHunting for the missing invoice takes searches across systems.Missing, extra and mismatched lines are listed separately.
Vendor contactQueries are written from scratch each time.Agent drafts a query listing the items in question for the clerk.
TimingReconciliation happens when the vendor complains.Each statement is compared when it arrives.
Audit trailAgreed balances are stored in email threads.Agreed outcome and remaining differences are logged per vendor.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Contact the vendorYour team sends queries and agrees how differences are settled.
  • ✓
    Decide on disputed itemsPeople accept, reject or negotiate amounts the vendor claims.
  • ✓
    Approve late billsInvoices found through the statement still go through normal approval.
  • ✓
    Choose the scopeFinance decides which vendors are reconciled and how often.

Mistakes to avoid

  • ×
    Trusting the statement balanceA vendor's total may include items you dispute or have already paid.
  • ×
    Comparing different cut-off datesItems in transit on one side look like errors.
  • ×
    Skipping smaller vendorsDuplicate and missing bills often sit with suppliers nobody reconciles.
  • ×
    Settling by journalWriting off differences without finding causes hides recurring process faults.

Not sure where vendor statement 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

  1. 1Top vendors

    Begin with vendors that send regular statements and have many invoices.

  2. 2Compare in parallel

    Check the agent's difference list against your own reconciliation.

  3. 3Draft queries

    Let the agent draft vendor queries which clerks edit and send.

  4. 4Cover the rest

    Expand to the wider vendor base and agree how often to reconcile.

Signs you would benefit

Vendor statements pile upThey are checked only when there is a complaint.
Missing invoices surface lateThey are found at payment time.
Balances are argued by emailNobody holds an agreed figure.
Clerks re-key statementsTime goes on data entry, not follow-up.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Statement differences resolved

Resolution rate (%) =
differences closed within the target perioddifferences found× 100

Use it to see whether queries are being answered. Slow resolution with one vendor may point to a contact or process issue there.

  • Set a target period such as [n] days from the first query.
  • Report open differences by vendor so follow-up is assigned.
Questions

Frequently asked questions

Quick answers to what people ask most about vendor statement reconciliation.

Book a demo
What is vendor statement reconciliation?

It is the comparison of a supplier's statement of account with your payables ledger to confirm both sides agree on what is owed. Differences are investigated and corrected.

Which differences does the agent find?

It finds invoices missing from your ledger, payments the vendor has not applied, credits not netted, and lines where the amounts disagree.

Does the agent contact the vendor?

It drafts the query. Your AP team reviews and sends it, and handles the reply.

Can it work from a PDF statement?

It can read statements in common formats, including PDF and spreadsheets. Poor scans may need a person to check the extracted lines.

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Try vendor statement 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