The potential of AI with the power of automation

The practical way to make a business impact with AI

Keep your agents in line by adding human-in-the-loop interventions for approval steps, safety checks, or manual overrides before AI actions take effect. And ensure only authorized users can modify workflows with role-based action control*. Because your users – and Compliance – have expectations. n8n makes sure you meet them.

Stop AI from acting up by setting behavioral boundaries before responses reach critical systems or end users. Define decision-making rules. Set up scriptable filters to validate data before sending it to an LLM. And apply output parsers to enforce structure. Because you’ll sleep better knowing your AI is behaving like it should.

Monitor AI decisions and data transformations with custom log streaming to any aggregator*. Test your workflows safely in isolated environments before going live. Integrate with your Git-based deployment tools to track every update and roll back when you need. Because building hard-to-audit workflows is hard to enjoy.

Implement event-driven triggers to make sure your AI only runs when it should. Use error triggers and fallback logic to reroute requests or pause executions so that you can catch failures — before your budget catches fire. Because if your workflow is full of surprises, it’s unscalable too.