Reconciliation as a Service for Streamlined Financial Operations

Cointab provides reconciliation as a service for finance teams that need a structured, repeatable way to match internal records with external data. Instead of relying on spreadsheets, VLOOKUPs, and manual comparisons, teams can upload files, map fields once, run reconciliation, and review matched, partially matched, unmatched, and skipped transactions in one place.

This approach is useful when financial data flows across multiple systems such as sales reports, bank statements, payment gateway reports, marketplace settlements, vendor statements, ERP exports, and logistics or delivery partner files. Cointab helps teams compare those records consistently, identify discrepancies faster, and download audit-ready reconciliation reports.

What reconciliation as a service means

Reconciliation as a service is a managed, software-driven way to compare two sides of financial or operational data. In Cointab's model:

• Side A contains your records, such as sales, ledger, ERP, or internal order data.
• Side B contains external records, such as bank statements, payment gateway files, marketplace settlements, vendor statements, or partner reports.

The platform matches transactions across those two sides using structured reconciliation logic. Finance teams can then review what matched, what needs attention, and what should be carried forward for follow-up.

Why finance teams use Cointab

Manual reconciliation is often slow and repetitive. Large files are difficult to check row by row, formulas can break, and different team members may prepare reports in different ways. That creates avoidable risk during month-end close, audit preparation, and partner dispute resolution.

Cointab helps teams move from ad hoc spreadsheet work to a reusable reconciliation workflow. Once a workflow is set up, it can be reused for future periods with the same field mappings, matching logic, and reporting structure.

Common use cases include:

• Sales vs payment gateway reconciliation
• Marketplace sales vs settlement reconciliation
• Bank statement vs books reconciliation
• Vendor reconciliation
• Customer reconciliation
• COD delivery partner reconciliation
• Logistics or freight invoice reconciliation
• Other custom internal vs external data comparisons

How the reconciliation workflow works

Cointab is built for finance teams that want clarity at every step of the process.

1. Upload files or configure automated inputs

Users can upload CSV, XLS, or XLSX files for Side A and Side B. For recurring workflows, data can also be received through email, SFTP, or API-based automation depending on the plan and setup.

2. Map fields once

For each primary report, users map key fields such as:

• Header row
• Date column
• Amount column
• Reference or identifier columns

Identifiers may include order IDs, transaction IDs, invoice numbers, UTRs, AWB numbers, settlement IDs, SKUs, customer codes, or vendor codes.

3. Add supporting data when needed

Supporting data can be uploaded to enrich or prepare the primary files before reconciliation. This is useful for lookup-style enrichment, combining reports, or adding business context that helps the matching process.

4. Create derived columns with AI help

If a field needs to be calculated, users can create derived columns. Cointab can help generate Excel-style formulas from simple business instructions. These calculated columns can be used as amount fields, identifier fields, or lookup fields.

5. Run reconciliation manually or on a schedule

Users can start reconciliation manually or schedule recurring runs. The system validates the input, applies the configured logic, and processes the files while showing live progress.

6. Review the report

Once the run is complete, users can review the reconciliation dashboard and inspect:

• Fully matched transactions
• Partially matched transactions
• Unmatched transactions
• Skipped transactions

Users can filter results, drill into details, manually match exceptions when needed, and download Excel reports for review, audit, or follow-up.

What Cointab helps finance teams see clearly

A good reconciliation process should not hide the exceptions. Cointab separates records into clear status groups so finance teams can work on the right items first.

Fully matched

These transactions match according to the configured logic for identifiers, amounts, or both.

Partially matched

These records are related, but the amounts do not fully agree. Partial matches are useful for identifying deductions, fees, rounding differences, short payments, or settlement variances.

Unmatched

These are records that appear on one side but not the other. Unmatched items may indicate missing files, timing differences, refunds, returns, or data issues.

Skipped

Skipped records are not included in the reconciliation because of incomplete data, exclusions, duplicates, or file issues. Keeping them visible helps teams understand what was ignored and why.

Where AI fits into the process

Cointab uses AI as support for finance users, not as a black box. AI can help with three parts of the workflow:

• Formula creation for derived columns
• Open-item analysis for difficult transactions after structured matching is complete
• Reason and action suggestions for unresolved items

The platform is designed to stay conservative. If the evidence is weak, the transaction should remain unmatched rather than being forced into a poor match.

Reconciliation setup that can be reused

A major benefit of reconciliation as a service is reuse. Once a workflow is built, finance teams do not need to recreate it every month.

That is especially valuable for recurring processes like:

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

Users can open the existing reconciliation, choose the period, upload the files, and run the same setup again. This reduces repeat work and helps standardize reporting across the team.

Automation for recurring finance operations

For teams with frequent reconciliation cycles, Cointab can become part of day-to-day finance operations. Data can be received automatically, reconciliation can be scheduled, and output can be delivered back to other systems through email, SFTP, or API.

This matters when finance teams need:

• Faster close cycles
• Consistent exception tracking
• Regular reporting to internal stakeholders
• Structured output for accounting or BI systems
• Clear audit trails for review and follow-up

Team collaboration and audit readiness

Cointab supports team-based workspaces so multiple users can work in one shared environment instead of passing spreadsheets around. That makes it easier for controllers, accountants, reconciliation analysts, and audit teams to review the same history, permissions, and outcomes.

The reconciliation report remains available on the dashboard for future reference, helping teams revisit prior runs, compare periods, and maintain audit-friendly records.

Why this approach works for finance teams

Reconciliation as a service is most useful when finance teams need control without complexity. Cointab gives users a way to define what should match, upload the relevant files, review exceptions, and reuse the workflow later.

That combination is valuable for teams that want to:

• Reduce manual spreadsheet work
• Improve consistency in transaction matching
• Track discrepancies more clearly
• Support month-end and year-end close
• Keep reconciliation outputs audit-ready
• Scale recurring finance workflows without rebuilding them each time