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RetailSolution

Retail Market & Competitor Intelligence

Track competitors, prices and demand trends in near-real time so merchants react before the market moves.

Solution
Analytics & BI
Industry
Retail
Company Size

Solution Overview

industry
Retail
solution
Analytics & BI
technologies
Microsoft Fabric, Azure Machine Learning, Azure AI Search, Power BI, Azure OpenAI, Azure Data Factory

The Challenge

Competitor prices, promotions and assortment change faster than any manual tracking process can follow, so merchants find out they were undercut after the sales dip appears in last week's report.

  • 1Competitor pricing and assortment changing faster than manual tracking can follow
  • 2Demand shifts identified only after they appear as a sales dip
  • 3Market signals scattered across sources with no consolidated view

Our Approach

CloudGate builds a market intelligence layer on Microsoft Fabric that ingests competitor price and assortment signals, internal sales data and external demand indicators, then forecasts trend direction and alerts merchants when thresholds are crossed.

  • Competitor price, promotion and assortment monitoring across tracked SKUs
  • Demand trend forecasting with early-warning alerting
  • Consolidated market signal dashboards for merchants and category managers

Typical Outcomes

Near-real-time
MARKET AND COMPETITOR SIGNALS
Forecast
DEMAND TREND DIRECTION
Alerted
MERCHANT RESPONSE RECOMMENDATIONS

Typical outcomes for this solution pattern, not the results of a named client engagement.

Technologies Used

Microsoft FabricAzure Machine LearningAzure AI SearchPower BIAzure OpenAIAzure Data Factory
Full architecture and data flow in the Data & AI Catalog

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