Transaction Reconciliation Software for Finance Teams

Cointab is transaction reconciliation software built for finance teams that need to compare records across systems, identify differences quickly, and produce audit-ready reports. Instead of rebuilding spreadsheets for every period, teams can upload their files, map key fields once, and run a structured reconciliation workflow whenever they need it.

The platform is designed for Side A and Side B reconciliation. Side A usually contains your internal records, such as sales, books, ERP exports, or ledger data. Side B contains external records from payment gateways, banks, marketplaces, vendors, delivery partners, or other third parties. Cointab matches records across both sides, highlights exceptions, and keeps the full reconciliation history available for review.

What transaction reconciliation software does

Transaction reconciliation software helps finance teams compare two sets of records and find what matches, what does not, and what needs review. It replaces repetitive manual checks in Excel with a structured workflow that is easier to reuse and audit.

A transaction reconciliation tool typically helps with:

• Matching transactions by amount, date, reference, or business identifier
• Identifying unmatched, partially matched, and skipped records
• Handling one-to-one, one-to-many, many-to-one, and many-to-many comparisons
• Reviewing exceptions instead of checking every row manually
• Exporting reconciliation reports for internal review and audit support

For finance teams, this is useful across many workflows, including payment reconciliation, bank reconciliation, settlement reconciliation, vendor reconciliation, and customer reconciliation.

How Cointab handles reconciliation workflows

Cointab gives teams a repeatable setup for both popular reconciliations and custom reconciliations.

Popular reconciliations

Popular reconciliations are pre-built for standard external reports. These are useful when the partner report format is fixed and the reconciliation logic follows a known pattern.

Examples include:

• Sales vs payment gateway reconciliation
• Marketplace sales vs settlement reconciliation
• Bank vs books reconciliation
• COD delivery partner reconciliation

In these workflows, the required file structure and matching logic are already defined, so users can focus on uploading the files, selecting the period, and running reconciliation.

Custom reconciliations

Custom reconciliations are created for business-specific workflows. These are useful when a finance team needs to reconcile internal records against multiple external sources or wants a tailored matching setup.

Examples include:

• ERP sales vs marketplace settlement
• Books vs bank statement
• Vendor ledger vs vendor statement
• Order report vs COD remittance report

Users can define Side A and Side B, map fields, add supporting files, and reuse the setup for future periods.

Typical reconciliation flow

Cointab follows a transparent reconciliation process that makes it easier for finance teams to understand what happened at each step.

1. Upload Side A and Side B files, or configure automated input.
2. Map the required fields such as date, amount, and identifier columns.
3. Add supporting data if needed for lookup, merge, enrichment, or calculation.
4. Create derived columns when a cleaned or calculated field is needed.
5. Run reconciliation manually or on a schedule.
6. Review fully matched, partially matched, unmatched, and skipped records.
7. Download the Excel report for internal review or audit support.
8. Reuse the same configuration in the next period.

This workflow is especially helpful for recurring finance operations where the same reconciliation must be completed every day, week, or month.

File upload and field mapping

Cointab supports CSV, XLS, and XLSX files. For each primary report, users can select the header row and map columns such as:

• Transaction date
• Amount
• Reference or identifier columns

Identifier columns can include order IDs, transaction IDs, invoice numbers, payment references, bank UTRs, settlement IDs, AWB numbers, SKU codes, or customer and vendor codes.

If a file does not match the configured format, the system rejects it with a clear error so the user can correct the file before running reconciliation.

Supporting data and derived columns

Some reconciliation workflows need more than just the primary reports. Cointab supports optional supporting data that can be used to enrich or prepare the records before matching.

Common examples include:

• Product master files
• Fee rate files
• Return reports
• Order metadata
• GST or tax mapping files
• Delivery partner reference files
• Customer or vendor master data

Users can also create derived columns on either side. These are calculated fields generated from existing data and can be created with AI-assisted formula help.

Examples include:

• Clean order ID
• Net amount
• Normalized transaction ID
• Amount after fee
• Refund amount as negative
• Combined reference field

This is useful when finance teams would otherwise rely on complex Excel formulas to prepare a file for matching.

Matching logic for finance teams

Cointab uses structured reconciliation logic to compare records across both sides. It can handle different matching patterns, including:

• One-to-one matching
• One-to-many matching
• Many-to-one matching
• Many-to-many matching
• Net-to-net matching
• Contra matching
• Partial matching

The engine can compare identifiers using rules such as equals, contains, or similar matching. It can also work when identifiers appear in different fields or when transaction descriptions are not identical.

After rule-based matching is complete, AI can help analyze remaining open items. This is useful when transaction descriptions are inconsistent, references are incomplete, or the likely match requires more business context than a simple formula can provide.

What finance teams see in the reconciliation report

Once reconciliation is complete, users can review a report dashboard that separates records clearly by status.

Fully matched

These are transactions where the identifier and amount match according to the configured reconciliation logic.

Partially matched

These are transactions that appear related, but the amounts differ. Partial matches are important because they often point to deductions, refunds, charges, rounding differences, or other exceptions that need review.

Unmatched

These are records present on one side but not found on the other side. Unmatched items can indicate missing files, delayed settlements, incorrect internal records, or partner-side differences.

Skipped

Skipped records are rows that were not included in reconciliation because of missing data, invalid values, duplicates, exclusions, or file issues. Keeping these visible helps finance teams understand what was ignored and why.

The report also includes filters, transaction-level tables, and download options so teams can review specific exceptions without rebuilding the analysis.

Why finance teams move away from spreadsheets

Excel remains useful, but transaction reconciliation often becomes difficult to maintain in spreadsheets when the data grows or the workflow repeats every period.

Cointab helps teams move to a more structured process by reducing:

• Repeated manual file comparisons
• Formula dependency across multiple sheets
• Hidden matching logic that is hard to audit
• Inconsistent report preparation across users
• Delay in reviewing open items and exceptions

With a reusable setup, teams can focus on reviewing exceptions and resolving differences instead of rebuilding the process from scratch.

Automation for recurring reconciliation

Once a reconciliation is configured, Cointab can support recurring data flow through email, SFTP, or API integrations. That means files can be received automatically, reconciliation can be scheduled, and the output can be delivered back to internal systems when needed.

This is useful for finance teams that want a repeatable reconciliation process for:

• Daily payment reconciliation
• Monthly bank reconciliation
• Marketplace settlement reconciliation
• Vendor statement matching
• Period-end close workflows

Because the same configuration can be reused, the process becomes more consistent over time and easier for teams to manage across periods.

Shared workspaces and audit readiness

Cointab supports team workspaces so multiple finance users can work in one environment with roles and permissions. This helps reduce dependency on shared spreadsheet files and makes it easier to track who ran a reconciliation and when.

For audit readiness, users can keep reconciliation history available in the dashboard and download Excel reports when needed. That gives finance teams a clearer record of matched, unmatched, partially matched, and skipped transactions for internal review and follow-up.

Why transaction reconciliation software matters

Transaction reconciliation is not just about matching numbers. It is about helping finance teams maintain control, understand exceptions, and close periods with more confidence.

Cointab is built for teams that want a practical reconciliation workflow with:

• Flexible Side A and Side B matching
• Reusable reconciliation setup
• AI-assisted formula and exception support
• Manual match options for unresolved items
• Scheduled runs and automation support
• Audit-friendly reports and dashboards

For businesses that reconcile payments, settlements, bank data, vendor statements, or operational records on a recurring basis, this creates a more reliable process than manual spreadsheet work alone.