SoftServe
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User
Demand Planner
Supply Chain Planning
AI Model
Azure OpenAI GPT-4o
Outcomes
−38%
Forecast error (MAPE)
12 weeks
Forecast horizon
Hourly
Refresh cadence
P10/P50/P90
Probabilistic output
What AI Does
  • Data Aggregator: Collects historical sales
  • External Signal Ingester: Pulls weather forecasts
  • Ensemble Forecaster: Runs an ensemble of statistical (ARIMA
  • Confidence Modeler: Generates probabilistic forecast distributions — P10
Built With
Microsoft Azure AI
Azure MLAzure OpenAI GPT-4oMicrosoft FabricPower BI EmbeddedSAP IBPPython / PySpark
More in Demand & Orders
Order Orchestrator
End-to-end autonomous order lifecycle management from capture to fulfilment
Pricing Intelligence
Dynamic pricing optimisation that protects margin while staying competitive
Let's build it

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