Reconciliation Platform for Finance Teams Across Industries

Cointab is an AI-assisted reconciliation platform that helps finance teams compare internal records with external records, identify discrepancies, and generate audit-ready reports. It is designed for businesses that reconcile sales, payments, settlements, bank statements, vendor data, customer records, logistics reports, tax data, and other high-volume transaction files.

Instead of rebuilding spreadsheets for every period, Cointab gives teams a structured workflow: upload files, map fields, run reconciliation, review matched and unmatched items, and export the result. The same setup can be reused for recurring finance operations across different business functions and industries.

Why reconciliation becomes harder across industries

Finance teams in every sector deal with the same core challenge: data arrives from multiple systems, and those systems do not always line up perfectly.

Common issues include:

• Sales data that does not match payment gateway settlements
• Bank statement entries that need to be matched with books
• Marketplace settlements that include deductions, returns, and fees
• Vendor statements that differ from internal ledgers
• COD remittance reports that do not match order data
• Refunds, chargebacks, partial payments, and reversals that need exception review

When these checks are done manually in Excel, teams spend time on repetitive file comparisons, formula maintenance, and exception follow-up. That slows down close cycles and makes audit preparation harder.

A flexible reconciliation platform for different business models

Cointab is built as a general reconciliation engine rather than a single-purpose tool. Finance teams can use it for many recurring workflows, including:

• Payment reconciliation
• Bank reconciliation
• Marketplace reconciliation
• Settlement reconciliation
• Vendor reconciliation
• Customer reconciliation
• Invoice reconciliation
• Intercompany reconciliation
• Logistics or freight invoice reconciliation
• Tax and statutory data reconciliation

The platform supports two sides of reconciliation:

• Side A: your internal records, such as sales, ledger, ERP, or order data
• Side B: external records, such as payment gateways, banks, marketplaces, delivery partners, vendors, or customers

This model helps teams keep the workflow clear: what you expected to happen, what actually happened, and where the differences are.

How Cointab works

Cointab follows a repeatable process that finance teams can reuse month after month.

1. Create a new reconciliation in a team workspace.
2. Choose a popular reconciliation or create a custom one.
3. Upload CSV, XLS, or XLSX files for Side A and Side B.
4. Map the key fields such as date, amount, and identifier columns.
5. Optionally upload supporting data for lookups, enrichment, or calculations.
6. Optionally create derived columns using AI-generated formulas.
7. Run reconciliation manually or schedule it automatically.
8. Review matched, partially matched, unmatched, and skipped transactions.
9. Apply filters to investigate exceptions.
10. Download the Excel report or push output to downstream systems through email, SFTP, or API.

This workflow keeps reconciliation transparent. Users can see what was uploaded, what rules were used, what matched, and what still needs review.

Popular reconciliations and custom workflows

Different teams need different levels of setup.

Popular reconciliations

Popular reconciliations are pre-built templates for standard partner reports. They are useful when the file structure and matching logic are already known.

Examples include:

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

In these workflows, users mainly upload the required files, choose the period, and run reconciliation.

Custom reconciliations

Custom reconciliations are built for business-specific workflows. They are useful when teams need to compare internal and external records that do not follow a standard template.

Examples include:

• ERP sales vs multiple payment gateways
• Vendor ledger vs vendor statement
• Order report vs COD remittance data
• Books vs bank statement for custom account structures

Custom reconciliations can be reused for future periods, which reduces repeated setup work.

Features that help finance teams work faster

Field mapping and file validation

Teams can define the required header row, date column, amount column, and identifier columns such as order ID, transaction ID, invoice number, UTR, AWB, settlement ID, or customer code. If a file does not match the configured format, the system rejects it with a clear error.

Supporting data for enrichment

Support files can be added to enrich the primary data before reconciliation. This is useful for lookup-style tasks such as:

• Adding missing order details
• Merging reports before matching
• Pulling tax or fee rates
• Combining sales and returns
• Adding delivery or product master data

Derived columns with AI help

Users can create calculated columns on both sides of reconciliation. AI helps generate Excel-style formulas from natural language instructions, which is useful for finance users who understand the logic but do not want to write formulas manually.

Structured matching logic

Cointab supports one-to-one, one-to-many, many-to-one, many-to-many, net-to-net, contra matching, and partial matching. This helps teams reconcile cases where one record maps to multiple records, or where totals need to be grouped before comparison.

AI-assisted exception analysis

After structured matching is complete, AI can help analyze open items that still need review. It can assist with unmatched references, inconsistent descriptions, missing identifiers, or potential reasons for differences.

Manual match and missed file refresh

If a transaction cannot be matched automatically, users can manually match it when the totals tally. If a file was missed, it can be uploaded later under the same reconciliation and the report can be refreshed.

Business value for industry finance teams

Cointab helps finance teams reduce manual effort while keeping control over the reconciliation process.

Key benefits include:

• Faster reconciliation cycles
• Better consistency across periods and users
• Clear separation of matched, partially matched, unmatched, and skipped records
• Reusable setup for recurring workflows
• Audit-ready Excel reports
• Visibility into exceptions instead of reviewing every row manually
• Team collaboration in a shared workspace
• Automated runs and output delivery for recurring operations

For finance leaders, this means reconciliation can become part of the operating rhythm rather than a manual spreadsheet task that changes from team to team.

Use cases across industries

Cointab is useful anywhere money, orders, settlements, or statements need to be matched regularly.

E-commerce and retail

Compare internal sales with payment gateway settlements, refunds, chargebacks, and fees.

Marketplaces

Reconcile marketplace sales, settlement statements, deductions, commissions, and returns.

Banking and finance

Match bank statements with books, ledger entries, receipts, and payments.

Logistics

Compare delivery partner COD remittance reports, shipment records, and settlement data.

Vendor-heavy businesses

Reconcile vendor ledgers with vendor statements, invoices, payments, and credit notes.

Service and subscription businesses

Compare customer invoices, collections, refunds, and revenue-related operational data.

Built for recurring finance operations

The same reconciliation can be reused for future periods with minimal setup work. Teams can upload new files, rerun the workflow, and review the updated report without rebuilding the logic every month.

Cointab also supports scheduled reconciliation runs and automated data input through email, SFTP, or API. That makes it suitable for teams that want to reduce repetitive uploads and keep reconciliation moving on a regular schedule.

Clear reporting for review and audit readiness

Once the reconciliation is complete, users can review the report dashboard and inspect each transaction category.

The report includes:

• Summary totals
• Fully matched transactions
• Partially matched transactions
• Unmatched transactions
• Skipped records
• Transaction-level detail
• Filters for deeper analysis
• Downloadable Excel output

This structure helps finance teams support internal review, partner follow-up, and audit preparation with a single reconciliation record.

How finance teams use Cointab across the organization

Cointab is used by teams that need financial accuracy and repeatable controls, including:

• CFO and controller teams
• Accounting and close teams
• Accounts payable and receivable teams
• Reconciliation analysts
• Audit and compliance teams
• Marketplace operations teams
• eCommerce finance teams
• Business leaders responsible for recurring settlement and payment checks

Because the platform supports a shared workspace, teams can work in one place instead of passing spreadsheets around by email.

FAQ

What types of reconciliation can Cointab handle?

Cointab can support many reconciliation workflows, including bank vs books, payment gateway reconciliation, marketplace settlement reconciliation, vendor reconciliation, customer reconciliation, and other custom internal vs external data matching processes.

Can the same reconciliation setup be reused every month?

Yes. Once a reconciliation is configured, it can be reused for future periods. Teams only need to upload the new files, run the workflow, and review the updated report.

How does Cointab handle exceptions?

Cointab separates fully matched, partially matched, unmatched, and skipped records. Finance teams can use filters, manual match, and AI-assisted analysis to investigate open items.

Can reconciliation runs be automated?

Yes. Cointab supports scheduled runs and automated data input through email, SFTP, and API. It can also deliver outputs back to other systems after reconciliation is complete.

Does Cointab support supporting data and calculated fields?

Yes. Teams can upload supporting files for enrichment and create derived columns using AI-generated Excel-style formulas when additional transformation is needed.