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Demand Planning

Experiment-driven demand planning, for planners and data scientists.

Run forecasting experiments, bring in the drivers moving demand, pressure-test the choices with scenarios, and challenge the forecast together, one connected module for demand planners and data scientists alike.

Forecast Lab

Run forecasting experiments with clarity.

Experiment-driven by design: test forecasting approaches side by side and select results your team can understand and trust.

  • Historical demand alongside each experiment
  • Multiple forecast experiments, compared
  • Accuracy and confidence indicators
  • A clear reason a forecast is preferred
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app.haidi.io / forecast-lab
Demand Drivers

Understand what is moving the forecast.

Bring meaningful demand signals into the forecast to understand what is actually driving demand, the basis for both demand sensing and demand steering.

  • A ranked list of drivers with impact indicators
  • Seasonal patterns and commercial activity
  • Correlation between signals and demand
  • Forecast movement linked to a selected driver
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app.haidi.io / drivers
Scenario Testing

Test decisions before they become commitments.

Test assumptions, compare outcomes, and understand the consequences of planning decisions before acting on them.

  • Compare a baseline with alternative scenarios
  • Watch forecast lines change as assumptions change
  • Duplicate scenarios and adjust planning variables
  • See a clear impact summary for each outcome
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app.haidi.io / scenarios
Demand Review

Challenge the forecast, then decide.

Bring the team together to challenge the forecast, align stakeholders, and document decisions in one place.

  • Forecast versus actual, side by side
  • Exception flags for what needs attention
  • Assumptions, overrides, and planner comments
  • Decision status and ownership
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app.haidi.io / demand-review

Demand planning your team can explain.

See Haidi run on your own demand data. Set up in mere hours, no specialists required.