Predict Restaurant Food Waste with Gemini AI and Google Sheets Reporting

This automated n8n workflow conducts daily forecasting of sales and raw material needs for a restaurant. By examining historical data and predicting future usage with Gemini AI, it helps minimize food waste, optimize inventory, and boost operational efficiency. The forecast is saved in Google Sheets and emailed to staff and management for easy review.

• Reduces food waste with accurate daily forecasts.
• Optimizes inventory using AI-driven predictions.
• Improves efficiency with streamlined operations.
• Provides easy access to data via Google Sheets and email.

• Daily Trigger (12:37 PM IST): Starts the workflow daily at 12:37 PM IST to forecast needs.
• Fetch Historical Data: Pulls past sales and usage data from Google Sheets.
• Prepare Data for AI: Format historical data for Gemini AI analysis.
• Generate Forecast with AI: Uses Gemini AI to predict sales and material needs.
• Process AI Output: Converts AI predictions into a usable format.
• Update Google Sheets: Stores the forecast in a designated Google Sheet.
• Send Email Report: Emails the forecast to staff and management for review.

Get the full walkthrough here: Official Workflow Page.

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