AI-Assisted Accounts Payable Reconciliation & Vendor Follow-Up
Finansist.ai helps accounting teams analyze open vendor transactions, identify missing invoices and unresolved items, reconcile supporting documents, communicate with vendors, and move transactions toward resolution.
The platform is built around structured, explainable accounting rules developed by experienced accounting professionals. AI improves document understanding, matching, classification and workflow efficiency.
Works from the Excel export you already produce. No change to your accounting system.
finansist.ai/app/dashboard
Finansist AI
TransactionsTasksStatusesVendorsReports
Sophie CarterSC
Transactions
Last pipeline run: 22 Aug 2026, 09:14 · 226 resultsSearch…Upload statement
14
Recognized, not closed
23
Request required
186
Closed
3
Escalated
Account
Vendor
Contact
Amount
Status
Updated
200051
GlobalLogic LTD
$95,965.00
Request required
2 h ago
every minuteData processing frequency in our servers
±5 daysDefault window for matching transaction in credit
0.3%Cross-currency tolerance at OANDA daily rate
18 statusesEvery transaction is always accountable
Core product logic
Explainable Accounting Decision Engine
Finansist.ai uses a structured decision engine based on professional accounting rules. Each workflow follows defined logic and produces traceable, explainable results.
- Amount
- matches exactly
- Currency
- the same on both sides
- Date
- within the matching window
- Vendor
- the same on invoice and payment
- Terms
- withholding tax and proforma cycles
Role of AI
How AI Is Used
AI supports document understanding, text extraction, matching, classification, pattern recognition and communication workflows. Accounting outcomes remain governed by predefined decision rules.
- ✓Reads PDF, Word and photo invoices and extracts their fields
- ✓Recognizes whether an uploaded Excel file is a statement or a vendor file
- ✓Maps the columns of any export to the fields the engine needs
Accounting logic drives decisions; AI improves processing. Human review is used for exceptions, not as the default workflow.
How it works
How Finansist.ai Works
The platform combines accounting decision logic with AI-assisted document processing and automated vendor communication.
01
Open Transaction Analysis
Analyzes open vendor transactions and supporting accounting data to identify missing invoices, unresolved payments, mismatches and other items requiring action.
02
Invoice Matching & Reconciliation
Matches invoices with transaction data, distinguishes reconciled from unresolved items, and selects the next step using predefined accounting logic.
03
Automated Vendor Follow-Up
Prepares, sends and tracks requests for missing documents or clarification, then connects replies and documents to the relevant vendor account and transaction.
04
Exception-Based Human Oversight
Processes routine cases according to predefined rules and escalates ambiguous cases, anomalies and exceptions to the responsible accountant.
vendors open statement.xlsx → detect → request → receiving invoices → parse → reconciliation → Match Confirmed / Discrepancy Detected → follow-up/escalate*Routine cases follow predefined rules. Ambiguous cases, anomalies and exceptions are escalated to a dedicated human specialist, who takes ownership of the case and stays in control throughout the process.
Inside the product
Four screens the month-end actually runs on.
Interactive examples - click through the tabs. Every screen is the accountant's real workspace: mapping, reconciliation, requests, reports.
finansist.ai/app/dashboard/imports/24
Map the open statement
Set up once for each accounting system, then automatically reused with every future upload.
Column
Data type
Sample value
Requirement
J
Balance date
1 Aug 2026
Required
K
Value date
1 Aug 2026
Required
H
Debit amount
1,041.00
Required
G
Credit amount
0
Required
I
Journal entry
26000045
Required
B
Details
Central vendor invoice
Required
E
Balance
—
Optional
CancelSave mapping & import
Transaction statuses
A transaction is never “somewhere in email”.
Eighteen statuses across five phases. Anything the agent cannot resolve gets a status a human can act on - not silence.
Intake
NewIgnoredRecognized, not closed
Contact
No contactAmbiguousReady to email
Request
Request requiredRepliedNo invoice attached
Documents
Received · ParsedParse failedPending reply
Outcome
ClosedNeeds correctionEscalated
Manual mode - the default
You confirm closing reconciled transactions and sending requests separately. Nothing leaves the system without a click.
Automatic mode - opt-in
Import, reconcile, close by rules, chase, process replies, report. Enabled only after explicit confirmation, revocable at any time, every action logged.
Reports & exports
Month-end evidence, already in Excel.
Every run produces the same set of files your auditor expects - download them or have them emailed the moment the cycle ends.
- ✓Closed transactions - matched invoice and payment, with the document attached
- ✓Open transactions - what is still missing, and who was asked
- ✓Recognized, not closed - needs a correction in the accounting records
- ✓Sent requests - regenerated on every round of a recurring chase
XLSclosed-transactions-2026-08.xlsx186 rows · 1.2 MBDownload
XLSopen-transactions-2026-08.xlsx14 rows · 96 KBDownload
XLSsent-requests-2026-08.xlsx23 rows · 88 KBDownload
Received invoices are filed automatically: reconciled and unreconciled folders, each split per vendor.
Data processing
Secure Data Processing
Finansist.ai processes only the accounting data and documents required for the relevant workflow. Access is scoped and controlled; unrestricted ERP or ledger access is not required. Customer accounting data is not used to train general AI models.
Managed infrastructure
The pipeline, the database and the document storage all run on our servers. No VPS to keep alive, no version to upgrade, no cron to watch.
Sending address we operate
Requests go out from a dedicated Finansist AI address for your company, signed in your name. Replies are collected in the app and mirrored to the accountant's inbox.
Auditable automation
Every automatic action is written to the activity log with its trigger and result. Automatic mode can be switched off at any moment.
Documents kept in order
Invoices are filed into reconciled and unreconciled folders, split per vendor, and exportable whenever you need them.
Scoped AI access
AI sees only the invoice text and transaction data a workflow needs, and it supports the decision rules rather than replacing them.
Exception-based review
Routine cases follow predefined rules; exceptions are escalated to a named accountant, so an unresolved case always has an owner.
FAQ
Questions accountants ask first.
Not covered here? Ask us on the demo call - we walk through the whole workflow.
No. Finansist AI works from the open statement export you already produce, so unrestricted ERP or ledger access is not required and only the data a workflow needs is processed. You map the columns once - the next file in the same format is imported without touching the mapping.
See it run on your own statement:
Please prepare following excel files: Vendors open statement from your ERP system and a Vendors data file. We map the columns with you, run the reconciliation live, and you keep the reports from that session.
We’re going to create real magic together!1Map the columns of Vendors open statement excel file. This is necessary for the system to operate with maximum precision. Excel files from any ERP system are accepted.2Run the reconciliation live on Finansist.ai3You approve sending invoice request to vendors contact persons. Everything is in your hands and under your control!4As a result of data processing, you receive reports on the status of vendors accounts in your ERP system. You can download and keep the reports from that session.The session takes about 30 minutes.