Products / Sales engine
06 · A number you can defend

Forecasting & Planning

An AI forecast built from stage conversion, rep history, deal age and slippage — compared against the CRM's, explained, confidence-scored and simulatable.

ONE CORE
Capabilities
  • AI forecast vs CRM forecast with variance explanation
  • Commit / best case / pipeline categorization checks
  • Confidence score with contributing factors
  • What-if simulation: win rate, cycle, stalled recovery
  • Quota and revenue planning against capacity
  • Forecast accuracy tracked over time
What lands in your stack — the actual artifact, not a mockup
Q4 forecastCONFIDENCE 78%
CRM says $7.8M. Based on historical stage conversion and slippage, expected revenue is $6.9M against an $8.0M target. Six commit deals should re-categorize.
simulate: +10% win rate → $7.5M