Scenario 04: Mid-Process Question

Business Situation

During extraction review, an analyst sees a Material Adverse Change field and needs quick clause clarification without paging through the full agreement.

Step-by-Step Narrative

1. Analyst is actively reviewing extracted fields. Talking point: "Questions happen in the middle of work, so context switching must be minimal."
2. Analyst identifies the Material Adverse Change field. Talking point: "This is a high-impact definition often reviewed under time pressure."
3. Analyst opens Document Q&A panel. Talking point: "Q&A is document-grounded and sits inside the same workflow."
4. Analyst asks: "What is the definition of Material Adverse Change in this agreement?" Talking point: "The question is plain English, no clause lookup needed."
5. System returns cited answer with highlighted source text. Talking point: "Response includes evidence and provenance so the analyst can trust and reuse it immediately."

Value Moment

"Answer in 10 seconds, not 20 minutes of page-flipping."

Synthetic Documents Used

• acme-corp-facility-agreement.pdf
• gamma-consortium-syndicated.pdf (alternate complexity variant)