Audit Evidence Without the Rekeying: Trial Balances, Confirmations & Schedules
Dynamite Docs Team — 2026-08-12
Evidence arrives as documents, not data
Every audit is an evidence problem. The client sends trial balances, bank confirmations, GL extracts, and supporting schedules, each in its own format. Every one has to end up as structured rows in the working papers. The step between "the PDF arrived" and "the tie-out started" is usually a human rekeying numbers by hand.
That rekey is where audit errors hide. A transposed digit in a trial balance or a confirmation amount shows up later as a tie-out difference or a review note, exactly the kind of problem that costs time at the worst moment of the engagement.
- Trial balances, confirmations, and schedules arrive in different layouts every time
- Scans and photos have no text layer, so standard PDF tools read nothing
- Rekeyed numbers are the silent source of tie-out differences
Extract, confidence-score, tie out
Dynamite Docs infers the schema from each source document: account codes, descriptions, periods, opening and closing balances, movements, and the confirmation amounts that matter. Every value carries a confidence score, so you verify the handful of low-confidence balances instead of trusting every field.
Attribution stays intact: each row links back to its source document, so the working paper can point to the evidence behind every number. That is what separates clean extraction from a summary that loses the source.
- Clean digital PDFs parse deterministically, for free and identically every time
- Scans and confirmations are read by the vision model you choose
- Rows stay linked to their source document for the audit trail
The review is the point, not the automation
An audit needs the numbers to be right, not just fast. That is why confidence-scored review matters here more than in a high-speed back-office batch: you check the closing balance and the confirmation amount, fix anything the layout threw off, and the correction becomes a pattern the same client’s next period reuses.
After a cycle or two, a familiar client’s trial balance extracts cleanly with almost no review, and the working-paper tie-out starts from rows that agree with the evidence instead of a rekey you have to re-verify.
Evidence is confidential, so control the model
Client data is under professional obligations and should never be routed to a model your firm did not approve. Bring your own keys on a no-training provider, use Sensitive Documents mode to block training-permitted providers by default, or run fully local with Ollama when the engagement demands it. Same workspace, entirely your infrastructure.
Related workflow: Audit document extraction for working-paper evidence.
Try it yourself. Upload a PDF, scan, or image and let Dynamite Docs infer the schema.