Automated Reconciliation Software for Finance Teams

Cointab is an automated reconciliation platform that helps finance teams match internal records with external records, identify discrepancies, review matched and unmatched transactions, and download audit-ready reports. It is built for recurring finance workflows where teams need more control than spreadsheets and more flexibility than a single-purpose reconciliation tool.

Why automate reconciliation

Manual reconciliation work often starts the same way every month: export reports, clean files, build formulas, compare columns, and chase exceptions one by one. That process becomes harder as transaction volumes grow and more systems are involved.

Automated reconciliation helps finance teams:

reduce repetitive Excel-based work
apply consistent matching logic across every run
identify exceptions earlier in the close process
handle large or multi-source files more reliably
keep matched, partially matched, unmatched, and skipped items visible
maintain a clear audit trail for review and follow-up

For finance leaders, the value is not only speed. It is also consistency, control, and a repeatable process that can be reused across periods.

How Cointab automated reconciliation works

Cointab uses a structured workflow that is simple to set up and easy to reuse.

Create a new reconciliation in a team workspace.
Choose a popular reconciliation or set up a custom workflow.
Upload files for Side A and Side B, or configure automated data input.
Map required fields such as date, amount, and identifier columns.
Optionally upload supporting data for lookup, enrichment, merging, or calculation.
Create derived columns if you need cleaned identifiers, calculated amounts, or formula-based fields.
Run reconciliation manually or schedule it to run automatically.
Review the report, filter exceptions, and download the output.

The platform supports CSV, XLS, and XLSX files. If a file does not match the configured format, it can be rejected with a clear error so the workflow stays controlled and auditable.

Popular and custom reconciliation workflows

Cointab is designed as a flexible reconciliation engine rather than a single-purpose tool. That means it can support both standard workflows and business-specific setups.

Popular reconciliations

Popular reconciliations are pre-built templates for commonly used workflows where the external report structure is standard. These are useful when finance teams want a faster setup for recurring partner data.

Examples include:

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

Custom reconciliations

Custom reconciliations are useful when the business has its own reports, identifiers, or matching rules. Finance teams can define Side A and Side B, map the required fields, and reuse the configuration for future periods.

Examples include:

internal sales report vs multiple payment gateway reports
ERP sales vs marketplace settlement
books vs bank statement
vendor ledger vs vendor statement
order report vs delivery partner report

Matching logic that fits real finance operations

Cointab’s reconciliation engine applies structured logic to compare records across both sides. It supports common matching patterns used in finance and operations teams, 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 platform can match records even when identifiers appear in different fields, a transaction is split across multiple rows, or amounts need to be grouped before comparison. This is especially useful for settlement reconciliation, payment reconciliation, and other workflows where simple row-by-row checks are not enough.

AI support for formulas and open items

AI is used to support, not replace, the reconciliation process.

AI formula builder

Finance users can describe what they want in plain language, and Cointab can generate Excel-style formulas for derived columns. This is helpful when a team understands the business logic but does not want to write formulas manually.

AI-assisted open-item analysis

After structured matching is complete, AI can help review the transactions that remain open. It may surface possible reasons for exceptions, such as missing files, partial references, refunds, deductions, delayed settlements, or partner-side differences.

Conservative matching approach

If evidence is not strong enough, the transaction remains unmatched. That keeps the workflow reviewable and audit-friendly.

Reporting, exceptions, and manual review

Once reconciliation is complete, users can review a dashboard that separates records into clear categories.

Fully matched: identifiers and amounts align according to the reconciliation logic
Partially matched: identifiers align, but amounts differ
Unmatched: a record is present on one side but not the other
Skipped: a record was excluded because of missing data, invalid values, duplication, or another file issue

This structure helps finance teams focus on the items that actually need investigation.

Users can also:

filter transactions for deeper analysis
review transaction-level details
manually match records when business context is known
undo manual matches when needed
refresh the report if a missed file is uploaded later
download Excel reconciliation reports for internal review or audit follow-up

Designed for recurring finance workflows

A major advantage of automation is reuse. Once a reconciliation is configured, finance teams do not need to rebuild it every month.

Cointab supports recurring workflows through:

saved reconciliation setups
period-based runs such as monthly, quarterly, yearly, or custom periods
scheduled reconciliation execution
dashboard history for past runs
team-based workspaces with roles and access control

This makes the platform suitable for daily, weekly, and month-end reconciliation processes where consistency matters.

Data automation and output delivery

For recurring operations, Cointab can be part of the finance system instead of a one-time upload tool.

It supports data automation through:

email
SFTP
API integrations

That means teams can receive or pull reports automatically, validate the incoming files, run reconciliation on schedule, and deliver output back to downstream systems.

Output can be sent to internal finance, accounting, analytics, or BI systems through email, SFTP, or API. This helps keep reconciliation results available to the teams that need them without manual file handling every time.

Why finance teams use automated reconciliation software

Automated reconciliation is most valuable when finance teams deal with multiple systems, multiple file formats, or recurring exception review. Common use cases include:

payment reconciliation
bank reconciliation
marketplace reconciliation
vendor reconciliation
customer reconciliation
ERP reconciliation
logistics and COD reconciliation
intercompany reconciliation

For these workflows, automation reduces repeat work while keeping the process transparent enough for finance review.

What finance teams gain from Cointab

Cointab is built to help teams move from spreadsheet-heavy reconciliation to a structured workflow with clear outcomes.

Typical benefits include:

faster preparation and review of reconciliation files
consistent matching rules across every run
clearer exception management
reusable setup for future periods
better visibility into matched, partially matched, unmatched, and skipped records
audit-ready reports that are easy to share internally
a shared workspace for finance teams working together

The result is a reconciliation process that is easier to run, easier to review, and easier to repeat.