AI Workflow Automation: Beyond Simple Chatbots

AI agents go beyond simple question-answering. They can execute multi-step workflows, make decisions, and interact with external systems.

Use frameworks like LangChain or LlamaIndex to build agent workflows. Define tools the agent can use — database queries, API calls, file operations. Implement human-in-the-loop for critical decisions.

Start with simple automations: email triage, document classification, data extraction. Gradually increase complexity as you build confidence in the system reliability.