Pipeline Forecasting

A practical example

Example: a manager reviews three views for the quarter: stage-weighted math suggests $420,000, rep commits total $380,000, and best case reaches $510,000.

The spread prompts a deal-by-deal review of the largest open opportunities before the forecast is submitted.

What to evaluate before investing

• Check which forecast methods the tool supports and whether you can run multiple methods side by side.
• Confirm forecasts can be snapshotted weekly so you can later compare predictions against actual outcomes.
• Verify how rep-submitted categories (commit, best case) are captured and whether managers can override with an audit trail.

Limitations and tradeoffs

Forecasts inherit every weakness in your pipeline data, and no method reliably predicts individual deal outcomes; treat forecasts as ranges to manage against, not commitments.