How It Works
Upload a narrative document and financial model. NarrEx extracts claims, maps them to model evidence, and returns a structured credibility review your team can use immediately.
Schema-constrained AI extraction
Deterministic validation logic
Deterministic verdict logic, with stricter thresholds for reported actuals than for forward projections.
Upload a narrative document (PDF) and a financial model (XLSX) for the deal you are evaluating. The PDF can be a pitch deck, investment memo, CIM, or management presentation — any document containing financial claims or projections. No integrations required. Each analysis runs on a single deal.
NarrEx identifies narrative claims embedded in investment materials — assertions about growth, margins, efficiency, scalability and market positioning. Claims are extracted into structured format for downstream verification.
Each extracted claim is mapped to the corresponding metric in the financial model. Where model data is insufficient, NarrEx derives basic calculations (YoY growth, CAGR, acceleration patterns) and labels them as derived. Ambiguous mappings are surfaced, not silently resolved.
Each claim receives one of five outcomes: Supported, Weakly Supported, Contradicted, Unsupported, or Not Applicable — each with full evidence trace.
The output
Every narrative claim classified with full evidence trace. Expandable per claim.
Highest-magnitude mismatches ranked by deviation. Built for IC discussion.
Consulting-grade deliverable formatted for attachment to investment committee memos.