Fintech Reconciliation Software for Finance Teams

Cointab helps fintech finance teams reconcile transactions across internal records and external sources without rebuilding Excel-based processes every month. It provides a structured workflow for uploading files, mapping fields, matching transactions, reviewing exceptions, and downloading audit-ready reconciliation reports.

Why fintech reconciliation becomes difficult at scale

Fintech teams usually reconcile data from several systems at once, including:

• Internal sales or transaction reports
• ERP or books data
• Payment gateway reports
• Bank statements
• Settlement and payout reports
• Refund and chargeback files
• Vendor or partner statements
• Tax or statutory records

When these files are compared manually, reconciliation becomes slow and repetitive. Teams often rely on formulas, VLOOKUPs, pivots, and repeated file checks. That can make month-end close harder, delay exception resolution, and create inconsistent reporting across users.

Cointab is designed to replace that manual effort with a reusable reconciliation workflow that is easier to review, repeat, and audit.

How Cointab supports fintech reconciliation

Cointab uses a Side A and Side B model.

• Side A is your internal record or source of truth.
• Side B is the external record received from a bank, payment partner, marketplace, vendor, or other system.

Finance teams upload the required files, map fields such as date, amount, and identifiers, and run reconciliation. Cointab then applies structured matching logic to compare the two sides and separate the results into fully matched, partially matched, unmatched, and skipped records.

This gives finance teams a clear view of what matches, what needs review, and what requires follow-up.

Common fintech reconciliation workflows

Fintech companies use Cointab for recurring reconciliation work such as:

Payment reconciliation

Match internal sales or transaction records against payment gateway or payout data to identify paid, unpaid, underpaid, overpaid, refunded, or missing transactions.

Bank reconciliation

Compare bank statements against books or ledger data to identify deposits, withdrawals, fees, missing entries, and timing differences.

Settlement reconciliation

Reconcile sales, deductions, returns, fees, and settlement files from partners or platforms against internal records.

Customer and vendor reconciliation

Compare customer statements, vendor statements, receivable ledgers, or payable ledgers to locate open items and differences.

Exception and discrepancy review

Use filters and transaction-level reporting to investigate partial matches, unmatched records, skipped rows, and open items that need attention.

Flexible setup for standard and custom workflows

Cointab supports two ways to configure reconciliation:

Popular reconciliations

For standard partner report structures, finance teams can use pre-built reconciliation templates. These are useful when the report format and matching logic are consistent across customers, such as sales vs payment or marketplace vs settlement workflows.

Custom reconciliations

For business-specific workflows, teams can build a custom reconciliation by defining both sides, mapping columns, adding supporting files, and setting matching rules. Once created, the same setup can be reused for future periods.

This makes Cointab useful for both recurring fintech operations and one-off reconciliation scenarios.

Supporting data, derived columns, and AI assistance

Fintech data often needs more than direct matching. Cointab supports optional supporting data to help enrich or prepare reports before reconciliation.

Examples include:

• Product or customer master files
• Fee rate files
• Mapping files
• Tax or GST mapping files
• Order metadata
• Delivery partner reference data

Users can also create derived columns when a field needs to be calculated or normalized before matching. Cointab can help generate Excel-style formulas from natural language instructions, which reduces the time spent writing and testing formulas manually.

After structured rules run, Cointab can use AI to analyze difficult open transactions, especially when references are incomplete, descriptions vary, or partner data is inconsistent. The system remains conservative, so weak matches stay unmatched rather than being forced into a poor result.

What reconciliation teams see in the report

After the run completes, Cointab presents a reconciliation report with:

• Total summary
• Fully matched transactions
• Partially matched transactions
• Unmatched transactions
• Skipped transactions
• Filters for deeper review
• Transaction-level detail
• Downloadable Excel output

This helps finance teams focus on exceptions instead of reviewing every transaction manually. Partially matched records show likely related transactions that still need amount review, while skipped records make file issues and incomplete rows visible.

Manual match and missed file refresh

When the system or AI cannot resolve an item confidently, users can manually match transactions if the totals tally and the business context supports it. Manual matches remain clearly marked and auditable.

If a report was missed during the initial run, users can upload the missing file under the same reconciliation and refresh the report. That is especially useful in fintech operations where bank, PSP, or partner files may arrive late.

Built for recurring finance operations

Once a workflow is configured, Cointab can be reused for future periods instead of being rebuilt each month. Finance teams can run monthly, quarterly, yearly, or custom-period reconciliations using the same structure.

For recurring operations, Cointab also supports automated data input and reconciliation runs through:

• Email
• SFTP
• API integrations

After reconciliation, output can be delivered back to other systems through email, SFTP, or API so finance and operations teams can keep their internal processes updated.

Team collaboration and audit readiness

Cointab supports shared team workspaces so finance, accounting, and operations users can work from one place instead of passing spreadsheets around by email. Teams can review reconciliation history, see who ran each process, and keep an audit trail of activity.

For fintech companies, that means reconciliation can be part of a repeatable finance workflow rather than a one-off spreadsheet task.

Fintech teams that benefit from Cointab

Cointab is a strong fit for fintech and payment-heavy teams that reconcile:

• High-volume transaction data
• Multiple payment sources
• Bank and ledger entries
• Settlement and payout reports
• Refunds, deductions, and fees
• Open items that require exception handling

It is especially useful for finance teams that want structured reconciliation, reusable setup, and clear reporting without relying on fragile spreadsheet processes.

FAQs

What makes Cointab useful for fintech reconciliation?

Cointab helps fintech teams compare internal records with external data sources using a structured, reusable workflow. It supports matching, exception review, manual match, and audit-ready reports.

Can Cointab handle payment, bank, and settlement reconciliation?

Yes. Cointab is designed for flexible reconciliation across many workflows, including payment reconciliation, bank reconciliation, settlement reconciliation, vendor reconciliation, and customer reconciliation.

Does Cointab support recurring reconciliation runs?

Yes. Once a reconciliation is configured, the same setup can be reused for future periods. Teams can also automate data input and scheduled runs through email, SFTP, or API.

What happens to unmatched or partially matched transactions?

Cointab separates them clearly in the report so finance teams can review differences, investigate exceptions, and take manual action where needed.

Can finance teams use their existing files and reports?

Yes. Cointab supports CSV, XLS, and XLSX files, along with supporting data files for enrichment, lookup, and preparation before reconciliation.