A Batch File Submitted Isn't a Batch File Settled. Kosh AI Checks Every Entry Against the Settlement and Every Return Against Its Origin
A batch submitted, a settlement received, and a return filed days later all need to stay connected. Kosh AI keeps that chain intact across every NACHA file you process.
Four steps take a submitted NACHA file from batch entries to a reconciled ledger, with every return tied back to where it started.
Scale changes the batch count, not the underlying question: did this entry settle, and did any return make it back to where it started.
Even one daily batch benefits from automatic entry-to-settlement matching.
Every originating relationship reconciles on its own, then rolls into one view.
Returns landing days later get matched back to their original batch automatically.
Thousands of monthly entries reconcile without a manual trace-number review.
Recurring ACH debits reconcile against settlements and returns on their own schedule.
High-volume payroll batches reconcile against settlements before cutoff deadlines.
Loan payment batches reconcile against settlements, with returns tracked by borrower.
New originating relationships reconcile the same way as existing ones.
Kosh AI reconciles high-volume batch files across originators without manual review.
Kosh AI gives lean finance teams entry-level matching without adding headcount.
A file accepted by the bank only confirms the submission went through, not that every entry inside it actually settled clean.
Batch entries are checked against real settlement records instead of assumed processed.
A return landing days later is matched back to the batch it came from without manual tracing.
A resubmitted file is flagged before entries get processed a second time.
Repeated R-codes from the same originator surface as a pattern worth fixing upstream.
Cash positions reflect reconciled ACH activity instead of a raw, unchecked file.
A new originating relationship doesn't mean building a new manual reconciliation process.
Kosh AI connects directly with all major banks and ERPs, enabling real-time data sync for faster, more accurate reconciliations—no manual uploads, no delays.














ACH reconciliation software matches every entry inside a submitted NACHA batch file against its actual settlement, and ties any later return or reversal back to the original entry, catching unmatched entries and duplicate batches before they affect cash flow. A business submitting high-volume batch files across several originating relationships can't assume every entry settled cleanly just because the file was accepted, since returns often land days after the original batch and need to be traced back manually otherwise. Kosh AI pulls in batches, settlements, and returns automatically, matches them against each other by trace number and amount, and hands finance a reconciled ledger instead of a raw file to interpret by hand.

A small batch with a high return rate can hurt more than a huge one that settles cleanly. That's usually where this starts to matter.
Manual entry-by-entry review stops being realistic past a certain batch size.
Each originating relationship's batches need checking before they roll into one view.
Returns landing days later need to be traced back to their original entry reliably.
Unmatched entries tend to surface right when the daily or period close is due.
Recurring debits need the same entry-to-settlement check as one-off ACH payments.
A new originating relationship shouldn't mean building a brand-new manual process.
ACH reconciliation software earns its keep on the matching side. Here's exactly what it takes off your plate, and what it still leaves there.
No more comparing a submitted NACHA file to settlement records line by line.
A return landing days later is matched to the original entry without manual tracing.
Each originating relationship needs to be configured correctly before matching runs smoothly.
Reconciliation surfaces a recurring R-code pattern, but resolving it upstream is still on your team.
Trace a batch's returns by hand once, and you'll understand immediately why automatic entry-level matching changes how an ACH close actually feels.
| Feature | Automated ACH Reconciliation | Manual ACH Reconciliation |
|---|---|---|
| Batch-to-Settlement Matching | Every entry matched to its settlement automatically. | Teams compare batch files to settlement reports by hand. |
| Return and Reversal Tracing | A return is matched back to its original entry regardless of timing lag. | Tracing a delayed return back to its origin is often done manually. |
| Multi-Originator Coverage | Every originating relationship reconciles into one consolidated view. | Each originator is usually reconciled separately, often by different people. |
| Duplicate Batches | A resubmitted file is flagged before entries process a second time. | Duplicate processing is often caught only after funds move twice. |
| R-Code Patterns | Recurring return codes surface as a pattern worth fixing upstream. | Each return is often reviewed individually, without spotting the pattern. |
| Adding New Originators | A new originating relationship reconciles the same way as existing ones. | A new originator usually means extending a manual process by hand. |
Hand Kosh AI your bank files once, and from the following cycle, every batch entry gets checked against its settlement without a trace-number search in sight.
Schedule a Quick DemoBring a recent NACHA file to the call, and we'll show you which entries are settled, which returned, and which are still unmatched.
Book a Demo