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Automations, AI Assistant, and Agents: What's the Difference

Compare Automations, the AI Assistant, and AI Agents to see which one fits your workflow, and how they can work together.

Productive gives you three ways to automate and assist your work, and each is built for a different job.

This article breaks down how each one starts, how it runs, and what it's best suited for, so you can pick the right one, or combine them.

Comparing the Three

AI Assistant

Agents

Automations

Started by

You, manually, every time

A trigger, or you via "Talk to Agent"

An event or schedule, fully automatic

How it runs

You open it, type a prompt, it responds

Automatically in the background, or on demand

When a condition is met, a defined action fires

What it does

Generates content, answers questions, creates and updates things on request

Takes actions inside Productive, fine-tuned for a specific task

Moves tasks, sends notifications, updates fields, based on rules you define

Best for

Ad-hoc tasks, drafting, quick lookups

Recurring AI tasks tied to your data

Predictable, repeatable rule-based tasks

Involves AI

Yes

Yes

No

AI Assistant

The AI Assistant is a generalist you prompt on demand. Think of it as a colleague you ask questions: it responds when you open it and type something, and it doesn't act on its own.

Agents

Agents are purpose-built AI workers, fine-tuned for a specific task and able to run without you once set up. They can be triggered by a schedule, an action in Productive, or a mention in Slack, and they take real actions inside your account based on rules you define.

👉 See AI Agents: Overview.

Automations

Automations are rule-based: When → Check if → Then. No AI is involved: they fire exactly the way you configure them, every time.

Using Them Together

These aren't mutually exclusive. An Automation's Then step can start an Agent, so you can combine rule-based triggers with AI-driven action.

For example, a Slack message trigger can launch an Agent to handle what comes next, instead of (or alongside) a simpler action like creating a task.

👉 See Setting Up Triggers for AI Agents for how Agent triggers are built.

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