Intelligent Workflow Automation Agent Using AI
An AI-powered agent that automates workflows using natural language commands. It detects user intent and dynamically executes tasks like database queries and report generation. The system reduces manual effort and improves operational efficiency. Built with FastAPI, HuggingFace Transformers, and MongoDB for scalable automation.
AI Workflow Automation Agent is an intelligent system designed to automate repetitive and time-consuming business tasks using natural language commands. Many organizations still depend on rigid, rule-based automation systems that require manual configuration and lack flexibility when handling dynamic requests. Our solution leverages zero-shot intent detection and dynamic workflow planning to interpret user instructions and convert them into structured, multi-step actions such as database queries, report generation, and automated email delivery. The system intelligently orchestrates tasks without predefined workflows, making it adaptable and scalable. Built using Python, FastAPI, HuggingFace Transformers, and MongoDB, it provides efficient, flexible, and intelligent process automation for modern business environments.