Logistics Reconciliation Software for Supply Chain Finance

Logistics and supply chain teams reconcile freight invoices, vendor statements, remittance files, bank entries, marketplace settlements, and ERP exports every day. When those records arrive from different systems and in different formats, manual Excel checks can slow down close cycles and leave exceptions open longer than needed.

Cointab is an AI-assisted reconciliation platform that helps finance teams compare Side A records with Side B records, match transactions, identify discrepancies, review matched and unmatched items, and download audit-ready reconciliation reports.

Why logistics and supply chain reconciliation is hard

Logistics and supply chain finance workflows usually involve many record types and many owners. A single reconciliation may need to compare internal books, shipment data, carrier statements, delivery partner remittances, payment gateway reports, and bank statements.

Common challenges include:

• High transaction volume: Freight, delivery, settlement, refund, and vendor records can add up quickly.
• Multiple data sources: Files may come from ERP systems, TMS tools, marketplaces, banks, PSPs, and logistics partners.
• Different file formats: Teams often receive CSV, XLS, and XLSX files with inconsistent column names and layouts.
• Freight and fee differences: Surcharges, deductions, reversals, and partial payments can create mismatches.
• Open exceptions: Missing references, delayed remittances, and partial matches can remain unresolved for too long.
• Manual spreadsheet work: Repeated VLOOKUPs, filters, and copy-paste steps make reconciliation harder to audit.

How Cointab supports logistics reconciliation

Cointab gives finance teams a structured workflow for reconciling any two sides of data.

• Side A is your internal or expected record, such as sales data, books, ERP exports, payable ledgers, or shipment working files.
• Side B is the external record, such as a carrier statement, bank statement, vendor statement, marketplace settlement, delivery partner report, or payment gateway report.

The workflow is designed to be reusable:

1. Start a new reconciliation from a popular template or a custom setup.
2. Upload required files on Side A and Side B.
3. Map fields such as date, amount, and identifiers.
4. Add supporting files where enrichment or lookup is needed.
5. Create derived columns when values need to be cleaned, combined, or calculated.
6. Run reconciliation manually or on a schedule.
7. Review fully matched, partially matched, unmatched, and skipped records.
8. Download the Excel report or push output to downstream systems.

Common reconciliation workflows for logistics teams

Cointab can be used for several logistics and supply chain reconciliation scenarios.

Freight invoice reconciliation

Compare freight invoices against shipment records, delivery status, route details, or contract-based working files. This helps teams review billing differences, surcharge variations, and missing charges.

Supplier payment reconciliation

Match supplier ledger entries with vendor statements, bank transactions, and payment files to check for pending, duplicate, short-paid, or overpaid items.

COD delivery partner reconciliation

Compare internal COD order data with delivery partner remittance reports to identify missing settlements, deductions, and amount differences.

Bank vs books reconciliation

Match receipts and payments in the bank statement against books data to identify unreconciled entries and period-end differences.

Marketplace and settlement reconciliation

For logistics businesses that also sell on marketplaces, reconcile marketplace sales, settlement reports, deductions, and payout files against internal records.

Payment gateway reconciliation

Compare payment gateway reports with internal sales or order data to identify paid, failed, refunded, or partially settled transactions.

Supporting data and derived columns

Logistics reconciliations often need more than just the primary source files. Cointab supports supporting data that helps prepare the records before reconciliation.

Examples include:

• product master files
• fee rate files
• return reports
• order metadata
• mapping files
• GST or tax mapping files
• delivery partner reference files
• customer or vendor masters
• SKU mapping
• store mapping

Users can also create derived columns on both sides. This helps when the reconciliation needs a cleaned identifier, a net amount, or a calculated value.

Examples of derived columns include:

• Clean Order ID
• Normalized Transaction ID
• Net Amount
• Amount after fee
• Refund amount as negative
• Combined reference
• Clean AWB number

AI can help generate Excel-style formulas from plain-language instructions, which is useful for finance users who know the business logic but do not want to build formulas manually.

Matching logic for logistics finance teams

Cointab uses structured matching logic to compare records across sides. It supports:

• one-to-one matching
• one-to-many matching
• many-to-one matching
• many-to-many matching
• net-to-net matching
• contra matching
• partial matching

This matters in logistics because a single shipment, invoice, or settlement may be split across multiple records. The platform can also compare identifiers using different matching methods such as equals, contains, similar, equals subset, and contains subset.

When structured rules do not fully resolve the exception, AI can help analyze open items conservatively. If the evidence is not strong enough, the item remains unmatched for review.

What finance teams see in the reconciliation report

Once a run is complete, users can review a clear report dashboard with transaction-level detail.

The report separates records into:

• Fully matched: identifiers and amounts match as expected
• Partially matched: identifiers match, but amounts differ
• Unmatched: records appear on one side but not the other
• Skipped: rows excluded because of missing data, invalid values, duplicates, or file issues

This makes it easier to focus on exceptions instead of manually checking every line.

Users can also:

• filter records for deeper analysis
• review matched transaction details
• manually match unresolved items when business context is known
• refresh the report if a missing file is uploaded later
• download the Excel reconciliation report for audit or follow-up work

Reusable workflows and automation

One of the biggest advantages for logistics finance teams is reuse. Once a reconciliation is configured, the same setup can be used again for future periods instead of rebuilding it every month.

Cointab also supports recurring automation through:

• email
• SFTP
• API integrations

That means file intake, reconciliation runs, and output delivery can be automated where needed. The output can also be pushed back to internal systems such as ERP, accounting, analytics, BI, or reporting workflows.

This is especially useful for daily or high-volume logistics processes where teams need consistent reconciliation without repeated manual uploads.

Why logistics teams use Cointab for reconciliation

Cointab helps logistics and supply chain teams bring more control to finance operations.

Key benefits include:

• faster reconciliation setup and repeat runs
• clearer separation of matched and unmatched items
• more consistent matching logic across periods
• better visibility into exceptions and skipped records
• audit-friendly Excel exports
• support for both popular and custom reconciliation workflows
• team-based workspaces with shared reconciliation history and roles

For logistics businesses, this means less spreadsheet dependency and more structured control over invoices, settlements, payments, and exceptions.

Popular and custom reconciliation setups

Cointab supports both pre-built and custom workflows.

Popular reconciliations are useful when the report structure is standard and the matching logic can be reused across customers or periods.

Custom reconciliations are useful when a logistics business needs to define its own Side A and Side B sources, upload multiple reports, add lookup files, and apply business-specific rules.

That flexibility makes the platform suitable for companies handling freight, delivery, vendor, bank, marketplace, and payment reconciliation in one finance operation.

Period handling for recurring finance work

Logistics reconciliation is often run monthly, quarterly, yearly, or across custom settlement periods. Cointab supports flexible period handling so teams can work with the reporting cycle that fits their process.

Users can also carry forward open items, upload missed files later, and keep the reconciliation available on the dashboard for future reference.

Keeping logistics reconciliation audit-ready

For finance teams, reconciliation is not only about matching records. It is also about being able to explain what happened, what was matched, what was skipped, and what still needs action.

Cointab helps create that trail through structured reports, clear exception handling, manual match records, and reusable workflows that are easier to review during month-end close or audit preparation.