Stage-Level Velocity

Aggregate velocity hides stage-level variation. A 68-day average sales cycle might consist of 8 days in Qualification, 18 days in Discovery, 22 days in Proposal, 14 days in Negotiation, and 6 days in Closing. The Proposal stage consumes 32% of the total cycle. If you can reduce Proposal time from 22 to 14 days, you cut 8 days from the cycle — a 12% improvement in velocity from optimizing a single stage.

1. Calculate Time-in-Stage For each stage, calculate the average time deals spend before advancing. Use closed-won deals only for this calculation — lost deals have different timing patterns and including them inflates the averages. The time-in-stage for won deals is your true operating velocity at each stage.
2. Identify the Slowest Stage The stage with the highest average time-in-stage is the velocity constraint. In most B2B pipelines, this is either Discovery (waiting for buyer meetings to be scheduled) or Proposal (waiting for internal approvals, pricing, and legal review). The slowest stage is where acceleration efforts produce the most impact.
3. Set Stage SLAs Based on historical time-in-stage for won deals, set target durations for each stage. Qualification: 7 days. Discovery: 14 days. Proposal: 12 days. Negotiation: 10 days. Deals exceeding the SLA get flagged for review. Stage SLAs create urgency and make velocity a managed metric instead of an observed one.