Read-only synthetic example

From a billing export to review prompts

This example uses the checked-in synthetic CSV fixture and ChartCairn’s deterministic revenue-audit rules. It does not read customer records or save anything.

Example report

Repeated findings on one source row count once toward the review amount.

Synthetic rows reviewed
2
Rows with findings
1
Rule-based findings
3
Deduplicated amount flagged for review
$120.00

Synthetic inputs

Only review-relevant fields are shown. The fixture’s record IDs and names are omitted.

  • Synthetic source row 2

    Paid
    Procedure code
    D0120
    Charges
    $125.00
    Payments
    $125.00
    Documentation
    Complete

  • Synthetic source row 3

    Denied
    Procedure code
    D1110
    Charges
    $120.00
    Payments
    $0.00
    Documentation
    Needs review

Generated findings

Each item is a prompt for a person to review against the source report.

  • Denied or rejected claim

    Source row 3 · high priority

    $120.00

    The imported claim status is “Denied”. Imported denial/status details: “Missing documentation”. Review the source claim and its disposition; no resubmission or collection action is assumed. The displayed review amount is an estimate for human review, never guaranteed collectible revenue.

  • Possible billed-versus-paid discrepancy

    Source row 3 · high priority

    $120.00

    The imported billed charge is $120.00 and imported payment is $0.00, a raw pre-adjustment difference of $120.00. Adjustments or insurance/patient responsibility may explain the difference. This is an estimate for review, not guaranteed collectible revenue. The displayed review amount is an estimate for human review, never guaranteed collectible revenue.

  • Explicit zero-payment review

    Source row 3 · high priority

    $120.00

    The imported billed charge is $120.00 and imported payment is $0.00. The imported status “Denied” records a denial or rejection alongside the zero payment. Review posting and claim status; the charge is not presumed collectible. The displayed review amount is an estimate for human review, never guaranteed collectible revenue.

Review your own de-identified reports

Create an account to import a CSV or XLSX report and review its findings.

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