Agentic Workflows

An agentic workflow is not a chatbot with extra steps. It is a system that accepts a goal, breaks it into tasks, executes those tasks against real business data, and returns results for human review -- without requiring a person to hold the conversation open.

In practice, that means agents run overnight. By morning, the work is done: invoices flagged for anomalies, contracts reviewed against a checklist, files categorized and routed. The person responsible reviews the queue over coffee and approves or rejects. The system ran ahead. The human decides.

This is what the AI operating system underneath makes possible: one system sharing the GPU across the whole team, managing models and memory, and enforcing who sees what -- so every workflow runs with exactly the permissions of the person it works for, at any headcount. The articles below cover the operational reality: overnight runs, morning briefings, meeting prep, and the human-in-the-loop controls that decide what the system may do on its own.