Accounting Reconciliation Software for Finance Teams

Cointab helps finance teams replace spreadsheet-heavy reconciliation with a structured workflow for matching internal records against external records. It is built for accounting reconciliation across bank statements, payment gateway reports, marketplace settlements, vendor statements, customer records, and other financial or operational data sources.

Instead of repeating manual checks in Excel each period, teams can upload files, map fields once, run reconciliation, review exceptions, and download audit-ready reports. The result is a more transparent process for transaction matching, discrepancy detection, and month-end review.

Why accounting reconciliation software matters

Accounting reconciliation is more than a control task. It is how finance teams confirm that money moved as expected, that records agree across systems, and that open differences are visible before close or audit review.

Manual reconciliation often becomes difficult when teams manage:

Multiple reports from banks, payment gateways, marketplaces, ERP systems, vendors, or logistics partners
Large files that are hard to compare in spreadsheets
Repeated formulas and VLOOKUPs that are difficult to audit
Different reconciliation methods used by different team members
Open items that stay unresolved for too long
Late or missing files that disrupt close timelines

Cointab addresses these problems with a reusable reconciliation engine that helps finance teams compare Side A and Side B data in a consistent way.

How Cointab structures the reconciliation process

Cointab uses a simple workflow that is easy for finance users to follow:

Create a new reconciliation in a shared team workspace.
Choose a popular reconciliation or build a custom one.
Upload the required Side A and Side B files, or configure automated data input.
Map key fields such as date, amount, and identifiers.
Add supporting data if needed for lookup, merging, enrichment, or calculation.
Create derived columns when business rules require a calculated field.
Run reconciliation manually or on a schedule.
Review matched, partially matched, unmatched, and skipped records.
Download the Excel report or send output to downstream systems.

This approach keeps the process structured without forcing finance teams into rigid templates.

Side A and Side B in accounting reconciliation

Cointab is designed around a clear two-sided model:

Side A: your records

Side A contains the records your business expects to be correct. These may include:

Sales reports
Books data
ERP exports
Internal order reports
Ledger data
Receivables or payables reports
Source-of-truth business records

Side B: external records

Side B contains the records received from outside systems or counterparties, such as:

Payment gateway reports
Marketplace settlement files
Bank statements
Vendor statements
Customer statements
Delivery partner reports
PSP payout reports
Tax or statutory records

By comparing these two sides, finance teams can identify what matched, what differed, and what still needs investigation.

Reconciliation types supported by Cointab

Cointab is not limited to one type of accounting reconciliation. It can support standard finance workflows as well as business-specific setups.

Popular reconciliations

Popular reconciliations are pre-built templates for commonly used workflows. Examples include:

Sales vs payment gateway
Bank vs books
Marketplace vs settlement
COD delivery partner vs sales
Marketplace-specific sales and disbursement workflows

These are useful when the data structure is consistent and the reconciliation logic can be reused across customers or periods.

Custom reconciliations

Custom reconciliations are created for workflows that are specific to a business. Examples include:

Internal sales report vs multiple payment gateways
ERP sales vs marketplace settlement
Vendor ledger vs vendor statement
Order report vs COD delivery partner data

Custom workflows let teams define their own Side A and Side B sources, column mappings, lookup data, and matching rules.

What finance teams can configure

Cointab gives finance users control over the key parts of reconciliation setup.

File upload and field mapping

Users can upload CSV, XLS, or XLSX files and configure fields such as:

Header row
Date column
Amount column
Reference or identifier column

Identifier fields can include order IDs, transaction IDs, invoice numbers, bank UTRs, settlement IDs, AWB numbers, SKU codes, or other business references.

Supporting data

Supporting data can be used to enrich or prepare the primary reports before reconciliation. Typical examples include:

Product master files
Fee rate files
Return reports
Order metadata
Marketplace mapping files
Tax mapping files
Customer or vendor master data

Derived columns

Teams can create derived columns on either side using AI-assisted formulas. This helps when a reconciliation needs a calculated field such as:

Net amount
Clean order ID
Normalized transaction reference
Delivered payment amount
Refund amount as negative
Amount after fee

Derived columns make the workflow more flexible without requiring finance users to build formulas manually.

How Cointab matches transactions

The reconciliation engine applies structured matching logic to compare records across sides. It supports scenarios such as:

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

The engine can also compare identifiers using methods such as equals, contains, similar, equals subset, and contains subset. That makes it useful when records do not align perfectly but still represent the same underlying transaction.

After structured rules are applied, remaining open items can be reviewed with AI assistance. This is helpful when references are unstructured, descriptions differ, or the reason for the difference is not obvious from the data alone.

What reconciliation reports show

Once the run is complete, finance teams can review the reconciliation report and focus on exceptions instead of manually checking every row.

The report clearly separates:

Fully matched records
Partially matched records
Unmatched records
Skipped records

This structure helps teams understand what happened to each transaction and what needs follow-up.

Fully matched

These are records where identifiers and amounts align according to the reconciliation logic.

Partially matched

These are records that are related but do not fully agree on amount. They are important because they often point to deductions, fees, returns, or other differences that need review.

Unmatched

These are records present on one side but not found on the other side.

Skipped

These are records excluded from reconciliation because of missing data, invalid rows, duplicates, or other file issues. Showing skipped records helps teams understand what was left out and why.

Reusable workflows for recurring finance operations

One of the main benefits of Cointab is reuse. Once a reconciliation is configured, it can be run again for future periods without rebuilding the workflow.

Teams can also automate the recurring flow with:

Email
SFTP
API integrations
Scheduled reconciliation runs
Automated output delivery

That makes Cointab useful for daily, weekly, monthly, quarterly, yearly, or custom period reconciliations. It also helps teams handle missed files by uploading them later and refreshing the report under the same reconciliation.

Built for collaborative finance teams

Cointab supports team-based workspaces so finance users can work in one shared environment instead of exchanging spreadsheets over email.

Workspace features support:

Multiple users
Roles and permissions
Shared reconciliation history
Audit logs
Visibility into who ran each reconciliation

This is especially helpful for controller teams, AP/AR teams, audit teams, and reconciliation managers who need a clear record of work completed.

Common business use cases

Accounting reconciliation software is useful across many recurring finance workflows, including:

Bank reconciliation
Payment reconciliation
Settlement reconciliation
Vendor reconciliation
Customer reconciliation
Marketplace reconciliation
ERP reconciliation
COD reconciliation
Intercompany reconciliation

Whether the source data comes from internal systems or external partners, the goal is the same: compare the two sides, identify discrepancies, and produce a clear report that finance teams can trust.