# Classify why a closed-lost deal was lost from loss notes

Judges: One closed-lost reason free text. Questions: choice:reason - \[price,feature\_gap,no\_decision,competitor,timing,champion\_left,other\]. Action: Reclassify the messy picklist; feed win/loss dashboard and spot reason drift by quarter.

Grade: A — A clean typed decision \(yes/no, a pick from a list, or a level on a scale\) that is concrete, repeats routinely, and has meaningful value.. Score: 3.54.

Vertical: Cross-industry.

Function: Sales.

Status: Idea.

Volume: routine.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [Vertical](/verticals/cross_industry/)
- [Function](/functions/sales/)
- [Authority and budget gatekeeping decision](/use-cases/authority-and-budget-gatekeeping-decision/)
- [Chili Piper live chat routing and qualification](/use-cases/chili-piper-live-chat-routing-and-qualification/)
- [ABM target account detection](/use-cases/abm-target-account-detection/)
- [Hot lead notification instant alert routing](/use-cases/hot-lead-notification-instant-alert-routing/)
- [Instantly AI reply agent detection and routing](/use-cases/instantly-ai-reply-agent-detection-and-routing/)
- [High-intent lead identification](/use-cases/high-intent-lead-identification/)