Live demo. Real AI, real workflow.

Every email read.
Nothing waits on you.

Inbound mail classified, scored, logged to CRM, and answered with a draft. A human approves; the machine does the rest.

The inbox of Meridian Equipment Co.

A fictional industrial equipment dealer in Oklahoma. The emails below are the kind it gets every day. Pick one, or write your own, and watch the pipeline run.

Incoming mail

This hits a real n8n workflow and a real LLM. Different input, different output. Try it.

Waiting for input

Pick an email. The result you will see here is generated live, not pre-recorded.

Under the hood

No screenshots of fake dashboards. This page calls the same pipeline a production deployment would run on your inbox.

  • /Webhook intake. The email lands in an n8n workflow the moment it arrives. No polling, no batch jobs.
  • /Model call with structured output. An LLM reads the message and returns typed fields, not prose: classification, urgency, score, contacts, dates.
  • /Validation layer. Every field is checked against a schema before it touches the CRM. Malformed output gets rejected, not logged.
  • /Human approval gate. Drafts wait for a person. Nothing sends itself.

Workflow walkthrough. Coming soon

Want this on your inbox?

Same pipeline, your mailbox, your CRM, your approval. Built and deployed for you.

Talk to OneFrame Labs