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WIRES DEVS

Automation

Trade Assistant — sales analytics

A sales monitoring and analytics system: trends, deviations, product performance and competitor price parsing.

Wires DevsPROJECT FILE
Wires · Devs
Industry
Trade & distribution
Category
Automation
Status
In production
PythonFastAPIPostgreSQLReactCelery

Challenge

Trading companies made gut-feel decisions: sales data was scattered across systems and analytics was assembled by hand.

Solution

We created Trade Assistant: automated sales data collection, trend and product performance analytics by product, outlet and manager, deviation detection, competitor price parsing with pricing policy analysis, forecasting and ready-made reports for management decisions.

Key features

  • Sales analytics by product, outlet and manager
  • Deviation detection and alerts
  • Competitor price parsing and pricing policy analysis
  • Product performance and demand forecasting
  • Automated management reports

Result

Companies see sales and market prices in real time, react to deviations within hours instead of weeks, and shape pricing policy on competitor data.

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