// INTELLIGENT LEDGER ENGINE

Reconciliation Engine

Synthesize mismatched records, resolve fuzzy payment narration texts, and run custom queries against your transaction sheets.

Matches statement narrations with invoice references even when customer names are misspelled or transaction references are truncated.

Interact with your upload worksheets using plain language. Ask "find all matches above GHS 1,000 paid via GCB" or "identify mismatch dates".

reconciliation_engine.sh

$ todellaa-reconciliation analyze --file payment_upload_template.xlsx

Loading smart matching engines...

Running smart matching pipelines over 1,540 ledger rows...

✓ Analysis complete: 1,532 direct matches resolved. 8 fuzzy mismatches identified.

Run "show mismatches" to open reconciliation sidebar.