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Forecast sales and renewals

Produce a probability-aware view of prospective and renewing revenue from current evidence, capacity, decision dates, and stated assumptions for human planning decisions.

FieldValue
Business areasales-leasing
Primary rolesales-leasing-manager
Frequencyweekly
Privacy sensitivityhigh
Security sensitivitymedium
Compliance reviewnot normally required

Trigger and handoff

Trigger: Scheduled operating forecast review or a material pipeline or capacity change.

Inputs

  • Qualified pipeline
  • Renewal conversations
  • Inventory and historical outcome data

Outputs

  • Versioned forecast with assumptions
  • Capacity and cash implications
  • Named evidence gaps

Current manual methods

  • Weighted spreadsheet
  • Representative intuition
  • Last period copied forward

Human judgment and approvals

  • Assess evidence quality and scenario uncertainty

  • Explain changes without treating probabilities as commitments

  • Approval: Sales owner signs forecast; finance and operations approve planning assumptions they own

Failure modes

  • Stale stages create false confidence
  • Forecast ignores operational capacity and churn context

Success metrics

  • Forecast error tracked by horizon and cause
  • Material assumptions and changes are explicit