Tieout – Verify AI-generated reports by comparing data sources

Summary: Tieout compares AI-generated reports with original data sources to detect inaccuracies and hallucinations. It supports multiple file formats and automatically identifies mismatched numbers, percentages, and citations, providing a detailed accuracy report.

What it does

Tieout allows users to upload AI reports and source files in various formats, then uses a comparison engine to flag discrepancies, fake statistics, and incorrect citations. It generates a color-coded audit report with confidence scores for compliance.

Who it's for

It is designed for professionals in consulting, finance, research, or anyone needing to verify AI-generated data reliably.

Why it matters

Tieout reduces the time and uncertainty involved in manually checking AI reports by automating accuracy verification and hallucination detection.