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Use case · Audit

Check reports for errors and unsupported statements

Upload a report, filing or audit working paper and ask for inconsistencies between numbers and text, unsupported statements and missing evidence, each with its location.

Ask things like

  • Check this report for statements that the appendix tables don't support.
  • List every number in the summary that differs from the detailed sections.
  • Which conclusions rely on a single source?

Example

What a audit answer looks like

Every statement carries a label in words and the passage it rests on, so you can check the answer instead of trusting it.

Standard checkAnnual report 2025 (sample).pdf

Question

Do the figures in the summary match the detailed notes?

In short: One mismatch: revenue growth is 12% in the summary but 9.4% from the notes.

  1. 1Disputed

    Revenue grew 12% year on year.

    Note 4: revenue 41.6 m vs 38.0 m prior year (+9.4%)

  2. 2Models agree

    Operating costs fell 3%.

    “…operating expenses decreased by 3.0%…” (Note 6, p. 22)

  3. 3Not settled

    The reduction came from the new procurement process.

    “…mainly due to centralised procurement…” (Letter from the CFO, p. 5)

Illustrative example. The document and its figures are fictional.

Why Danphe

Why audit teams use a council

  • Evidence pack export

    Download the full record of an answer as JSON or a printable page: sources, quotes, every model's verdict and the hash chain.

  • Human review queue

    Send a doubtful statement to a reviewer from the answer itself. The review becomes part of the record.

  • Tamper-evident trail

    Audit records are hash-chained and anchored with a signing key, so a later edit to a record is detectable.

Suggested depth: Standard or Thorough.

Good to know

Danphe helps reviewers find issues faster; it does not replace professional judgement or sign-off.

How it works

How each question is checked

  1. Step 1: Reading sources

    Your documents are read and the passages that matter to the question are found.

  2. Step 2: Models answer on their own

    Models from different companies answer independently, without seeing each other's answers.

  3. Step 3: Cross-checking every statement

    Each statement is checked against your sources by models from other companies, with quotes.

  4. Step 4: Writing the answer

    An editor writes the answer from what held up, and marks what didn't.

Next

Try it on your own documents

The Free plan includes 60 credits a month: about six Standard questions.