Daily staffing recommendation readout.
AI & Automation
Weather-Based Staffing Automation
Forecasts turned into daily staffing and product calls
2025
Domain
AI & Automation
Timeframe
2025
Role
Outcome
Forecasts turned into daily staffing and product calls
The situation.
A weather-dependent retail business over- and under-staffing because demand shifts were only visible after they happened.
What was built.
A decision-support workflow pulling live weather data through an external API and converting it into daily recommendations for staffing, product focus, and promotions through rule-based logic.
Stack
- Weather API
- Zapier
- Rule-based decision logic
Gallery.
Outcomes.
Daily
Forecasting moved from guesswork to a daily readout