How to Fix Incorrect Transaction Data After Bank Statement Conversion

The conversion shows a $1,234.56 transaction but the PDF says $1,243.56. A typo in OCR. The recon is off by $9. The fix is 2 minutes.

Incorrect transaction data after bank statement conversion is a common issue. The recon cutoff tool’s per-incorrect-data-flag identifies each mismatch. The fix has 3 causes and 3 solutions.

Incorrect transaction data has 3 common causes: OCR misread (e.g., 3 vs 8), sign error (debit vs credit), or column shift (date vs amount). The recon cutoff tool’s per-incorrect-cause-flag identifies the case. The recon cutoff tool’s per-correction-handling generates the per-cause fix.

3 solutions exist: re-OCR with higher resolution, swap sign for debit/credit errors, or fix the column mapping. The recon cutoff tool’s per-correction-fix recommends the right approach. The recon cutoff tool’s per-correction-validation verifies the fix worked.

For the Problem page, see the incorrect transaction data after conversion. For the broader conversion workflow, see the bank statement converter guide.

The 3 Causes of Incorrect Data

3 causes explain 95% of incorrect transaction data. The recon cutoff tool’s per-cause-detection identifies each.

What most guides miss about this workflow is that the quality depends on the mechanism, not on the tool. Two tools that look different on the surface often run the same 4-step process underneath: read, find, parse, verify. The difference is in how well each step handles edge cases (merged cells, missing balances, non-standard date formats, scanned vs digital input). Choosing between tools based on UI alone misses the actual quality lever.

Cause 1: OCR Misread (e.g., 3 vs 8)

The OCR misread a character. The recon cutoff tool’s per-ocr-char-flag identifies the bad read. The recon cutoff tool’s per-ocr-confidence-flag shows the confidence score.

Cause 2: Sign Error (Debit vs Credit)

The sign is wrong. The recon cutoff tool’s per-sign-error-flag identifies the case. The recon cutoff tool’s per-sign-validation verifies against the source.

Cause 3: Column Shift (Date vs Amount)

The columns are shifted. The recon cutoff tool’s per-column-shift-flag identifies the case. The recon cutoff tool’s per-column-validation verifies the mapping.

The 3 Solutions

3 solutions exist, one per cause. The recon cutoff tool’s per-solution-matching matches the cause to the solution.

Solution 1: Re-OCR with Higher Resolution

For OCR misread: re-OCR at 300+ DPI. The recon cutoff tool’s per-rerun-config recommends the settings. The recon cutoff tool’s per-rerun-validation verifies all reads.

Solution 2: Swap Sign for Debit/Credit

For sign error: swap the sign. The recon cutoff tool’s per-sign-swap-flag tracks the action. The recon cutoff tool’s per-sign-validation verifies against the source.

Solution 3: Fix Column Mapping

For column shift: re-map the columns. The recon cutoff tool’s per-column-remap generates the new mapping. The recon cutoff tool’s per-remap-validation verifies the output.

A common failure mode bookkeepers report is treating this as a single operation rather than a chain of dependent steps. The temptation is to find a tool that ‘just works’ and stop investigating the mechanism. The result is a wrong-fix cycle: the tool gives partial output, the bookkeeper spends 30+ minutes troubleshooting, the fix is for the wrong step, and the same error recurs on the next statement. The fix: identify which step failed and apply the right intervention to that step.

The Per-Incorrect-Data Workflow

The per-incorrect-data workflow runs in 5 steps.

Step 1: Identify the Mismatch

Compare the source PDF to the converted output. The recon cutoff tool’s per-comparison-flag identifies the mismatch.

Step 2: Determine the Cause

OCR misread, sign error, or column shift. The recon cutoff tool’s per-cause-detection determines the case.

Step 3: Apply the Fix

Re-OCR, swap sign, or remap. The recon cutoff tool’s per-fix-application handles the action.

Step 4: Verify the Fix

Re-compare source to output. The recon cutoff tool’s per-fix-verification confirms the data matches.

Step 5: Document the Fix

Save the audit trail. The recon cutoff tool’s per-fix-audit stores the documentation.

For the Problem page, see the incorrect transaction data after conversion. For the broader conversion workflow, see the bank statement converter guide.

For a deeper understanding, see: troubleshooting pillar.