Automation moved from simple if-then triggers to full agent workflows that can research, decide, and act. The right platform depends mostly on how technical you are and how much control you need.
No-code workflow automation
Zapier connects the widest range of apps and now includes AI agents, making it the easiest starting point. Make offers a visual canvas with more advanced logic for the price.
Self-hosted and developer control
n8n is the open-source favorite — you can self-host it for full data control, which appeals to technical teams worried about privacy. CrewAI is a framework for orchestrating multiple collaborating agents in code.
Agent builders
Relevance AI, Lindy, and Gumloop let you build AI agents that handle real workflows — outreach, support, operations — with no-code interfaces aimed at business teams.
Start small
The common mistake is trying to automate everything at once. Pick one repetitive workflow, automate it, measure the time saved, then expand. Begin with a human-in-the-loop setup where the agent recommends and you approve.
Which to pick
- Easiest, widest app support → Zapier.
- Self-hosted control → n8n.
- Business agents, no code → Relevance AI, Lindy, or Gumloop.
Explore them all in our AI agents directory.
Pricing models (including usage-based) change often; verify on each tool's site.