Long-document contract review with citations

Chunk a 50-page contract, surface high-risk clauses, and return findings with exact-text citations. Uses nex-reasoning for the analysis pass; nex-pro for the cheaper chunking pass.

Outline

• Splitting a PDF/DOCX into clauses (heuristic + heading-aware splitter)
• Map phase: nex-pro tags each clause with one or more risk categories (indemnity, termination, IP, data, etc.)
• Reduce phase: nex-reasoning picks the top-N highest-risk clauses and writes the review memo
• Citation enforcement: every finding must quote the exact source clause verbatim
• Bilingual handling: contract in Chinese, output review in English (or vice versa)
• Confidence: have the model self-score and re-flag low-confidence findings for human review

Ship-date guess

Sprint 3, week 5–6.