When lifecycle stages get polluted with manual rep updates, executive forecasting falls apart. By separating Contact Lifecycle Stages from Deal Pipeline Stages and enforcing validation rules via automation, B2B teams achieve 100% data fidelity.
Always configure HubSpot property permissions so that "Lifecycle Stage" is read-only for reps and can only be mutated by verified automation workflows.