Automated Source Data Loading for Reconciliation

Source data automation helps finance teams move reconciliation from a manual upload task to a reusable workflow. Instead of collecting files separately for every run, teams can receive, pull, or upload the required data into the correct reconciliation setup and then run matching on a consistent schedule.

For recurring processes such as bank reconciliation, payment reconciliation, marketplace settlement reconciliation, or vendor reconciliation, this reduces repetitive file handling and helps teams focus on exceptions, differences, and reporting.

What source data automation does

Cointab uses source data automation to load the files or records needed for reconciliation into the right workflow. Once the setup is created, the same configuration can be reused for future periods.

The goal is simple:

• reduce manual uploading and reformatting
• keep Side A and Side B data flowing into the same reconciliation
• validate incoming files before reconciliation begins
• support recurring runs without rebuilding the workflow every time
• make the final report easier to review, share, and audit

This is especially useful when reconciliation depends on multiple systems, partner reports, or late-arriving files.

Supported ways to automate data intake

Cointab supports several ways to move source data into reconciliation workflows.

Email

Reports can be received through email and loaded into the appropriate reconciliation setup. This is useful when a partner, bank, marketplace, or internal team sends periodic files by email.

SFTP

SFTP can be used for recurring file transfers when teams want a more structured way to move reports between systems.

API

API-based automation supports programmatic data flow between Cointab and other internal or external systems. This is useful when a finance process needs regular automated handoff rather than manual uploads.

Manual file upload

Manual upload remains available when automation is not required. Users can upload CSV, XLS, or XLSX files, map the required fields, and run reconciliation from the same workflow.

How the automation fits the reconciliation workflow

Source data automation is not a separate process. It sits inside the wider reconciliation flow.

1. A user creates a popular or custom reconciliation.
2. Side A and Side B reports are defined.
3. Required fields such as date, amount, and identifiers are mapped.
4. The team configures how reports will arrive, whether by email, SFTP, API, or manual upload.
5. The system validates the incoming file format.
6. The reconciliation engine runs the structured matching logic.
7. Remaining open items can be reviewed with AI assistance.
8. The user reviews matched, partially matched, unmatched, and skipped records.
9. The report can be downloaded in Excel format.
10. Output can be pushed to downstream systems when needed.

This keeps the workflow predictable for finance teams and reduces setup repetition across periods.

Why finance teams automate source data loading

Less manual work

Teams no longer need to collect and upload every report by hand for every cycle. That saves time in daily, weekly, and month-end reconciliation workflows.

Fewer format errors

When files are received through a controlled process, it is easier to catch missing columns, wrong headers, or incomplete data before the reconciliation run starts.

Faster period close

Automated source data loading helps teams start reconciliation sooner, which supports faster exception review and period-end close.

Reusable setup

Once a reconciliation is configured, the same setup can be reused for future runs instead of being rebuilt every month.

Better exception handling

Because the workflow separates fully matched, partially matched, unmatched, and skipped records, teams can focus on unresolved items instead of reviewing every line manually.

Audit-friendly reporting

The final reconciliation report stays available for review and can be downloaded for internal analysis, partner follow-up, or audit preparation.

Data validation and missed-file handling

Automated intake works best when finance teams can see what was received and what was not.

Cointab validates incoming data before reconciliation begins. If a file does not match the expected format, the system can reject it with a clear message so the team knows what needs attention.

If a file was missed or arrived late, it can be added to the same reconciliation and the report can be refreshed. This is important in real finance operations, where banks, marketplaces, PSPs, delivery partners, or vendors may send reports after the initial run.

Source data automation for recurring reconciliation use cases

This feature is useful wherever the same reconciliation must run repeatedly with new source files.

Common examples include:

• sales vs payment gateway reconciliation
• marketplace sales vs settlement reconciliation
• bank statement vs books reconciliation
• vendor ledger vs vendor statement reconciliation
• COD order vs delivery partner reconciliation
• customer or receivable statement reconciliation

In each case, source data automation helps ensure the right Side A and Side B data enters the workflow on time.

Scheduled reconciliation runs and automated output

Source data automation becomes more valuable when it is paired with scheduled reconciliation runs.

Teams can define when reconciliation should run, such as daily, weekly, monthly, or after all required files are received. Once the data is available, Cointab can start the run automatically.

After reconciliation is complete, output can also be delivered through email, SFTP, or API. That allows finance teams to send matched, partially matched, unmatched, skipped, or exception data to other internal systems for downstream processing.

What teams can review after automation runs

Even when data loading is automated, the reconciliation remains transparent.

Users can review:

• matched records
• partially matched records
• unmatched records
• skipped records
• filters and transaction-level views
• live progress while a run is in process
• report history on the dashboard

This gives finance teams the control they need without depending on spreadsheets and ad hoc file handling.

Built for reusable finance workflows

Source data automation is most useful when it is part of a repeatable reconciliation process. Finance teams can configure the workflow once, keep the logic in one place, and use it again for future periods with less manual effort.

That makes it easier to maintain consistency across reconciliations, support team collaboration in a shared workspace, and keep reports ready for internal review and audit follow-up.