Real-Time Financial Ledger & Analytics Dashboard A full-stack web application for automated bookk...Real-Time Financial Ledger & Analytics Dashboard A full-stack web application for automated bookk...
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Real-Time Financial Ledger & Analytics Dashboard
A full-stack web application for automated bookkeeping, liquidity tracking, and cash flow visual analytics.
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Nugraha's avatar
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@Kory White Pairing automated bookkeeping with real-time liquidity tracking makes the cash flow visuals feel operational, not decorative. How are you handling transaction reconciliation?
Kory's avatar
We run an automated double-entry accounting engine on the backend. Every transaction—from customer payments to vendor bills—automatically posts balanced debit/credit entries across our chart of accounts. Payments automatically reconcile against open AR/AP subledgers to settle...
Andreas's avatar
Double-entry with auto-reconciliation is the right core. Two things that keep automated bookkeeping trustworthy: make every import idempotent — key each transaction by a unique reference (statement line ID or payment reference) so re-importing a statement can never double-post —...
Kory's avatar
Absolutely, Andreas. We enforce idempotency on imports by checking every incoming transaction against a unique reference key. If a statement line or payment ID already exists, the engine flags and rejects it immediately so ledgers never double-post or corrupt the account...
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