Reliable Automation

Chains

Sequential, step-by-step processing for predictable workflows. The AI only touches what needs judgment. Everything else runs like clockwork.

How chains work

A linear flow where each step processes data and passes it to the next. Simple, predictable, reliable.

IN
InputData arrives
1
ExtractAI identifies key info
2
ValidateCode checks rules
3
ProcessBusiness logic runs
OUT
OutputResult delivered

Step-by-step execution

Each step completes before the next begins. Predictable, reliable, debuggable.

Minimal AI surface area

The model only intervenes where judgment is needed. Everything else is deterministic code.

Production-ready

Built for real business processes. Error handling, logging, recovery — all included.

Perfect for

  • Email processing and auto-responses
  • Document parsing and data extraction
  • Form validation and database updates
  • CRM automation workflows
  • Report generation pipelines
  • Multi-step API orchestration

See it in action

Try our interactive Chain demo in the playground. Draft an email, review it, and see how each step flows to the next.