Agentic workflows, explained
The workflow provides the route and the limits. The agent supplies some of the step-by-step decisions within that structure.
An agentic workflow is a sequence of connected tasks in which one or more AI agents choose actions, use tools, and respond to results while pursuing a defined goal.
The path can change as work happens
Traditional automation usually follows fixed instructions. An agentic workflow can inspect what happened and choose a next step that fits the result.
Consider an incoming support request. One agent might classify the request, check relevant records, and prepare a response. A rule can route an unusual case to a person instead of letting the agent continue. The sequence remains a workflow even though the exact path can vary.
Orchestration keeps the parts coordinated
Orchestration controls which agent or tool receives each task. It can pass information between steps, enforce an order, and stop the process when a condition requires review.
Good orchestration also makes the outcome visible. A business operator should be able to see what the workflow changed, which source it used, and where a person approved a consequential action. Without that record, a flexible workflow becomes difficult to trust or improve.
Agentic workflow terms
- Agent
- Software that can choose actions and use tools while working toward a goal.
- Orchestration
- The rules that control task order, routing, and handoffs among agents and tools.
- Guardrail
- A limit on what an agent may access, decide, or change.
Parts of a useful workflow
A defined trigger
State what event or request starts the workflow.
Clear decision points
Name the conditions that change the route or require a person to step in.
A visible result
Record what finished, what changed, and where someone can review it.
Questions about agentic workflows
No. Ordinary automation normally follows a fixed path. An agentic workflow can choose among allowed actions after inspecting the current result.
Yes. Different agents can handle separate tasks, while orchestration passes work and context between them.
A person should review unclear cases and consequential actions. The exact points depend on the workflow's effect on records, permissions, money, and people.
Related glossary terms
Start with one workflow and a clear result
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