Freight Reconciliation Software for Logistics Teams

Reconcile freight data with less manual effort

Freight reconciliation often involves comparing shipment records, carrier invoices, vendor statements, and internal books across multiple files and systems. When charge structures are complex, reference fields are inconsistent, or records arrive late, the process can become slow and difficult to audit.

Cointab helps finance and logistics teams automate freight reconciliation in a structured workflow. Users upload or receive the required reports, map the key fields once, run reconciliation, and review matched, partially matched, unmatched, and skipped records in an audit-ready report.

Why freight reconciliation becomes difficult

Freight and transportation workflows typically involve many moving parts:

• Shipment or order data from internal systems
• Freight invoices or carrier statements from external partners
• Payment or settlement records from banks or payment systems
• Supporting files such as rate cards, tax mappings, or reference data
• Adjustments for surcharges, deductions, refunds, credits, and exceptions

Manual spreadsheet-based reconciliation can work for small volumes, but it becomes harder as files get larger and rules become more complex. Finance teams also need a clear audit trail showing what matched, what did not, and why.

How Cointab handles freight reconciliation

Cointab is a flexible reconciliation platform built to compare Side A and Side B records.

• Side A is your internal source of truth, such as shipment data, order data, ledger entries, or freight accruals.
• Side B is the external record, such as a carrier invoice, vendor statement, logistics partner file, or bank payment record.

For freight workflows, this structure helps teams compare expected charges against billed or settled charges without rebuilding the process every month.

1. Upload files or automate data intake

Users can upload CSV, XLS, or XLSX files manually. For recurring freight workflows, data can also be received through email, SFTP, or API integrations.

This makes it easier to support daily, weekly, or month-end freight reconciliation without repeated file handling.

2. Map the fields once

Each primary report can be configured with the relevant header row, date column, amount column, and identifier columns. In freight workflows, identifiers may include:

• Shipment ID
• Order ID
• Invoice number
• AWB number
• Reference number
• Vendor code
• Settlement ID
• Route or lane code

If a file does not match the configured structure, Cointab can reject it with a clear format error so teams can correct the issue quickly.

3. Enrich and prepare the data

Freight reconciliation often requires supporting data before the main match can happen. Cointab lets teams upload supporting files for lookup, merging, enrichment, or calculation.

Examples include:

• Rate cards
• Product or route mappings
• Tax mapping files
• Delivery partner reference files
• Vendor or customer master data
• Shipment metadata

These supporting datasets help prepare the primary reports before matching begins.

4. Create derived columns where needed

Some freight workflows need calculated fields before reconciliation.

Cointab supports derived columns on both sides, and users can describe the logic in natural language. AI can help generate an Excel-style formula for tasks such as:

• Cleaning reference numbers
• Normalizing shipment IDs
• Calculating net freight amounts
• Flagging delivered versus returned shipments
• Adjusting amounts for fees or tax

Derived columns are recalculated whenever reconciliation runs, which helps keep the setup reusable.

5. Run structured matching logic

Cointab's reconciliation engine uses structured matching to compare records across the two sides. It supports:

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

This is useful for freight reconciliation where one internal shipment may correspond to multiple billed charges, or multiple shipments may roll up into one invoice line.

The engine can compare identifiers using rules such as equals, contains, and similar logic, then use amount comparison to identify fully matched or partially matched records.

6. Review exceptions and open items

Once structured matching is complete, Cointab separates the results into clear categories:

• Fully matched
• Partially matched
• Unmatched
• Skipped

This helps finance teams focus on exceptions rather than manually reviewing every line. For freight operations, partial matches are especially useful when the shipment reference is correct but the billed amount differs because of fees, surcharges, deductions, or corrections.

AI can also help analyze open items and suggest possible reasons for the mismatch, such as a missing file, a refund, a return, a fee adjustment, or a delayed partner update.

7. Apply manual match when needed

Not every freight exception can be resolved automatically. If the system and AI cannot confidently match a transaction, users can manually select records from both sides and match them when the totals align.

Manual matches remain visible and auditable, which is important for finance control and review.

8. Export audit-ready reports

After reconciliation is complete, users can review the report dashboard and download an Excel report containing matched, partially matched, unmatched, and skipped records.

This supports:

• Month-end close
• Partner follow-up
• Internal review
• Audit preparation
• Operational reporting

Why freight teams use a reusable reconciliation workflow

Freight reconciliation is rarely a one-time project. The same process usually repeats for every period, lane, carrier, or business unit.

Cointab helps teams avoid rebuilding spreadsheets each time by keeping the configuration reusable. Once a freight reconciliation is set up, users can run it again for future periods with the same matching logic and field mapping.

This is helpful for teams handling recurring freight billing across:

• eCommerce and marketplace operations
• D2C and retail businesses
• Logistics and transportation teams
• Finance teams managing carrier invoices and vendor statements
• Accounting teams supporting freight accruals and settlement review

Automation for recurring freight operations

For teams that need regular freight reconciliation, Cointab can automate both the input and the output.

Automated input

Freight reports can be received or pulled on a schedule through email, SFTP, or API. This reduces repeated manual uploads and helps keep reconciliation on time.

Scheduled runs

Users can schedule reconciliation daily, weekly, monthly, or after all required files are available. The system shows live progress while the run is in process.

Automated output

After completion, reconciliation output can be delivered back to internal systems through email, SFTP, or API. This can help update finance, accounting, analytics, or reporting systems with the latest exception status and reconciliation results.

What freight reconciliation teams gain

Cointab helps teams:

• Reduce spreadsheet dependency
• Apply consistent matching rules
• Handle large freight files in a structured workflow
• Separate matched and open items clearly
• Improve audit readiness with downloadable reports
• Reuse the same setup across periods
• Collaborate in a shared team workspace with roles and access control

For finance teams, that means less time spent on repetitive file comparison and more visibility into the actual exceptions that need attention.

Common freight reconciliation scenarios

Cointab can support many freight-related reconciliation workflows, including:

• Shipment data versus carrier invoice reconciliation
• Freight accruals versus invoice reconciliation
• Logistics partner statement reconciliation
• Vendor freight charge reconciliation
• Shipment settlement reconciliation
• Books versus freight payment reconciliation

The platform is flexible enough to support standard carrier reports as well as custom workflows built around a company’s own data structure.

FAQs

What is freight reconciliation software?

Freight reconciliation software helps finance and logistics teams compare shipment data, freight invoices, payment records, and related supporting files to identify matched, partially matched, unmatched, and skipped transactions.

Can Cointab handle custom freight workflows?

Yes. Cointab supports custom reconciliations where teams define their own Side A and Side B files, map the required fields, add supporting data, and reuse the setup for future runs.

Can freight reconciliation be automated?

Yes. Cointab supports automated data intake and scheduled reconciliation runs through email, SFTP, and API-based workflows.

How are freight exceptions reviewed?

Cointab separates exceptions into partially matched, unmatched, and skipped categories, and users can review transaction-level details, apply filters, and manually match items when needed.

Are reports available for audit and review?

Yes. Users can download Excel reconciliation reports that show matched, partially matched, unmatched, and skipped records for internal review, audit preparation, and partner follow-up.