The change.
And the reason behind it.
Your Agent uses connected data, definitions and model context to explain the forecast gap. Keep the answer and its evidence together.
Two drivers explain the gap.
Pipeline timing moves $300K out of Q4. Expansion adds $100K back.
View the source assumptions
Plan v1: $6.00M. Revenue schedule REV-042 uses the recognized revenue definition (USD). Pipeline timing: −$300K. Account expansion: +$100K. These illustrative inputs reconcile to a $5.80M forecast.











Review the 50% recovery case with the revenue owner. Keep the original plan alongside it.