An agentic workflow is a sequence of AI-driven tasks that executes autonomously — without a human providing instructions for each step — until it reaches a defined output or a decision point that requires human input. In a newsroom context, this means tasks like "monitor wire feeds for breaking stories, summarise the top 5, and alert the relevant editor" can run 24/7 without human oversight between alerts.
The Key Difference from AI-Assisted Workflows
In an AI-assisted workflow, a human initiates each task: "Summarise this article." "Fact-check this claim." "Generate social media copy." In an agentic workflow, the AI plans and executes a sequence of tasks independently: "Monitor these 50 sources continuously. When a story meets [criteria], extract key claims, fact-check them, draft a brief, and alert [editor] with the brief and verification status." The human's role shifts from task-by-task instruction to goal-setting and oversight.
Current Newsroom Agentic Workflow Examples
Examples in active use at leading newsrooms (2026): daily morning briefing agents that monitor, summarise, and deliver by 6am; earnings release processing agents that ingest financial reports, extract key figures, and draft first-pass stories within minutes; legal filing monitoring agents that alert reporters when significant court documents are published; and fact-checking agents that run claims through multi-engine verification before an article is approved for publication.