Planning with perspective.

The challenge

Illustrative concept: a planning team needs to anticipate changing demand with incomplete historical data. A single forecast number offers little help when deciding how much flexibility to retain.

Our approach

The proposed dashboard compares a baseline forecast with alternative scenarios and displays a plausible range of outcomes. Planners can review the assumptions, see recent errors, and add context the model cannot observe.

The intended outcome

This concept explores forecasting as a shared decision tool. A pilot would compare predictions against simple planning methods and evaluate whether the information supports better decisions. No accuracy or commercial outcome is claimed.

Capabilities involved

• Time-series forecasting
• Scenario exploration
• Uncertainty visualization