AI workflow automation is the practical expression of agentic AI in day-to-day operations. It applies AI to workflows like lead intake, proposal drafting, customer support, ticket routing, follow-up, reporting, content production, and internal knowledge retrieval.
The key difference from standard workflow automation is flexibility. AI can understand language, summarize information, classify requests, generate drafts, extract data, and recommend next steps. That makes it useful for workflows where the inputs are messy and the rules are not always obvious.