Automated Restaurant Sales Inventory Forecasting with Gemini AI & Google Sheets

Overview

This workflow streamlines restaurant inventory and sales forecasting by integrating Google Sheets, Gemini AI, and Gmail. It automates the process of collecting historical sales data, generating AI-driven forecasts, and distributing results to stakeholders.

Key Features

• Automated Scheduling: Triggers weekly to ensure timely forecasts.
• Data Integration: Loads historical sales data from Google Sheets for accurate analysis.
• AI Forecasting: Utilizes Gemini AI via LangChain nodes to generate precise sales and inventory predictions.
• Result Logging: Writes forecast outputs back to Google Sheets for record-keeping and further analysis.
• Automated Notifications: Sends forecast summaries via Gmail to relevant team members.

Benefits

• Time Savings: Eliminates manual data collection and forecasting, reducing errors and freeing staff time.
• Improved Accuracy: Leverages advanced AI models for more reliable inventory planning.
• Seamless Communication: Ensures stakeholders receive timely, actionable insights.

Use Cases

• Restaurant managers seeking to optimize inventory and reduce waste.
• Multi-location chains needing consistent, data-driven sales forecasts.
• Operations teams aiming to automate repetitive forecasting and reporting tasks.