AI Operations Agent

An AI-powered operations assistant for small to mid-sized companies that automates and manages internal processes including attendance tracking, task management, report generation, and more.

🚀 Features

• AI-Powered Agents: Multiple specialized agents for different operational tasks
• Clock-In/Out Management: Automated attendance tracking with anomaly detection
• Task Management: Intelligent task assignment based on workload and priorities
• Report Generation: Automated weekly summaries and custom reports
• RAG System: Context-aware responses using company documentation
• Real-time Dashboard: Comprehensive overview of operations
• Manager Override: Full audit trail with override capabilities

🛠️ Tech Stack

• Backend: FastAPI, LangChain, PostgreSQL, Pinecone
• Frontend: React, Ant Design, Recharts
• AI/ML: Grog API, RAG Architecture
• Infrastructure: Docker, Google Cloud Platform
• Integrations: SendGrid, Google Calendar API

📋 Prerequisites

• Docker and Docker Compose
• Grog API Key
• Pinecone Account
• SendGrid Account (for emails)
• PostgreSQL (if running locally)