AI at work

Assistant, automation or agent?

Understand the difference—and choose a sensible starting point for your task.

BeginnerFree guideOutput: A task-to-method decisionBy Demand Unlocked
The useful idea

An assistant helps you work through a request. Automation follows a defined process. An agent can select steps or tools toward a goal, within its permissions. Products use these terms differently, so judge a setup by what it can actually do and how you can review it.

Make it work for you.

1. Start with the work.

Describe the result you need, the inputs available and how much judgment the task requires. Avoid choosing a system just because it is called an agent.

2. Separate drafting from acting.

Drafting a reply and sending it are different actions. Decide which actions need approval and who can grant it.

3. Check the boundaries.

Review allowed tools, accounts, data and spending limits. Make sure the system can stop and hand off when information is missing.

4. Run a small test.

Try ordinary examples and exceptions. Check the final result and the steps taken. Expand only when you understand the behavior.

Different ways to use AI
ApproachWho sets the steps?Example
AssistantYou guide the work.Review a reply together.
AutomationA defined process.Route a new inquiry.
AgentThe system chooses within boundaries.Gather information and prepare a result.

A starting point you can copy.

Replace the brackets with your own approved information. Use this with a tool your organization allows.

YOUR REUSABLE PROMPT
Help me plan this workflow: [TASK].
Inputs: [INPUTS]. Desired result: [OUTPUT].

Compare a human-operated assistant, fixed automation and a tool-using agent.
For each, explain what stays with a person, what permissions are needed,
where it can fail, and how to check the result.
Recommend the simplest suitable approach.
Do not assume integrations or capabilities that have not been confirmed.

Check before you use it.

A more autonomous system needs appropriate permissions, review and recovery. “Can do the task” does not mean “should run unattended.”

Keep the source information next to the draft. Confirm facts, remove unsupported claims and decide what still needs a person’s judgment.

Make it repeatable.

Save the useful inputs and the steps you followed. Record what you changed. When the task or tool changes, run the same checks again.

Practice in a workshop