Kumo AI Wins 2024 A.I. Award for Most Innovative AI Technology
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Solutions
Forecasting
and Anomaly Detection
With the same data integration and just a few predictive queries, improve your ability to forecast, plan, and monitor every aspect of your enterprise.
Without any ML expertise required
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Leverage the structure of your Kumo graph to:
- Effectively incorporate complementary, substitutionary, and other correlation effects between time series in your forecasts
- Support forecasting on cold start time series with no historical data
- Fluidly transition from forecasting at a company/region level down to the most granular level in your data (e.g. across millions of item per region per day combinations)
- Explore how changes to your planning assumptions (in prices, product assortment, external events, etc.) can change your forecasts
- Easily add 3rd party weather, holidays, events, macroeconomic/demographic data to enrich your predictive accuracy
Downstream workflows turbocharged
- Demand, merchandise, and assortment planning
- Pricing, promotion, and staffing management
- Supply chain optimization and analytics, reverse supply chain management
- Matching of two-sided marketplaces
- Financial planning and analysis
- Business operations monitoring
- …and more!
Representative workflow
