Workflow Inputs
- Opportunity and line-item history by region, segment, and rep.
- Discount policy thresholds and margin targets.
- Time-based variance windows for trend detection.
Solution
Surface pricing variance early, quantify margin exposure, and route actions to accountable owners with deterministic evidence from Salesforce data.
Reduce silent leakage, shorten pricing review cycles, and strengthen confidence in margin governance discussions.
FAQ
The workflow flags out-of-band pricing, abnormal discount movement, and below-target margin patterns with source-record traceability.
Yes. Deterministic metrics are presented separately from generated narrative and include run metadata for audit review.