AI Agents for Business Automation 2026: Lindy.ai, CrewAI, AutoGPT Compared

A chatbot answers questions in a conversation. An AI agent is given a goal and a set of tools, then plans and executes a multi-step task on its own, calling APIs, checking its own results, and adjusting when a step fails, without a human approving each step.

It depends on the platform. Lindy.ai and AutoGPT's newer builder are designed for natural-language, no-code setup. CrewAI's open-source framework is Python-based and expects coding skills, though its hosted CrewAI AMP product adds a visual builder on top.

The core CrewAI framework is open-source under the MIT license and free to self-host. CrewAI also sells a hosted product, CrewAI AMP, with a free Basic tier (50 workflow executions/month) and custom-priced Enterprise plans for teams that don't want to run their own infrastructure.

As of August 2026: Lindy.ai starts at $29.99/month (Plus tier), AutoGPT's hosted platform starts at $42.50/month (Pro, billed annually), Microsoft Copilot is $30/user/month on top of a qualifying Microsoft 365 plan, and CrewAI's open-source core is free if you self-host it. Confirm current pricing on each vendor's page before budgeting, since all four have changed their pricing within the past year.

Start with the platform that fits a tool you already use. Teams already on Microsoft 365 usually get the fastest win from Copilot. Teams without that lock-in and no engineering time on hand tend to start with Lindy.ai for its no-code setup, then move to CrewAI or a self-hosted n8n workflow once they need more custom logic than a hosted platform allows.