Back to Impact Reporter

End-user guide

Use Impact Reporter to check a progress report before it leaves the team

Impact Reporter helps nonprofit and education teams turn program notes into evidence-linked report language. It shows what each claim is based on, flags unsupported claims, and keeps human review in control before export.

What you do in the app

You start with a safe sample reporting packet, inspect the evidence the app found, review the draft claims, block language the evidence does not support, record human review, and export a Markdown report draft.

The point is not to make a prettier paragraph. The point is to make the relationship between evidence and claims visible before a report goes to a funder, board, donor, or reviewer.

Try the workflow

Step 1

Open the sample report brief

Start with the fictional program, reporting period, funder, and questions the report needs to answer.

Step 2

Inspect the evidence ledger

Review each evidence item before trusting a claim: metrics, notes, quotes, source context, caveats, and blocked statements.

Step 3

Check each draft claim

Select a claim to see what evidence supports it. The app labels strong claims, caveated claims, and claims that should not appear in a clean report.

Step 4

Record review, then export

A clean Markdown export stays disabled until human review is recorded. The export keeps evidence references and unresolved warnings visible.

What the app produces

  • A report brief that names the program, period, funder, and reporting questions.
  • An evidence ledger that separates accepted evidence, caveated evidence, and unsupported statements.
  • Draft claims that show which evidence they cite.
  • A blocked-claim check that keeps unsupported confidence, causation, or future-results language out of the clean export.
  • A reviewed Markdown report draft with evidence references and warnings still attached.

Current safety boundary

  • Use synthetic or non-confidential sample text only.
  • Do not paste real participant, student, beneficiary, client, patient, financial, grant, regulated, confidential, or private data.
  • The hosted demo has no login, saved workspace, file upload, or production data handling.
  • The hosted demo makes no live AI calls unless that mode is explicitly enabled later.
  • This is not a compliance product, audit tool, evaluation system, or funder-submission service.