Inbox to Action
A Labs demo of the Workflow Agent pattern: messy customer emails in, structured data out, and a human approval queue in the middle that you can drive yourself.
This is a Labs demo — something Evoxatech built to show how the pattern works. It is not client work.

- Status
- Labs demoIn build
- Demonstrates
- Workflow Agent
Why we built it
Email is where work goes to be retyped. Inbox to Action demos a workflow agent reading inbound mail, extracting what matters, and filing the result where it belongs — the pattern behind half our client work.
What it shows

The problem
Order and request intake by email is the most common manual workflow in small business, and the hardest to show in a slide. People need to see the approval step to believe it.
The approach
A simulated inbox of realistic, messy emails. The agent extracts structured fields from each, scores its own confidence, and drafts the downstream action. You land in the approval queue as the operator and decide what ships.
How we built it
Inbox to Action
- 01
Watch the inbox
New mail triggers the agent.
- 02
Extract
Sender, intent, dates, amounts — pulled into structured fields.
- 03
Route
The result lands in the CRM, the sheet, or the ticket queue.
- 04
Flag the weird ones
Low-confidence items go to a human, with a summary.
Flagship
Use this pattern in your business.

We watch how the work is done by hand, then build the system that does it.
- A signed-off decision document capturing how the work is really done, edge cases included
- Ingestion from email, web form, API or file drop
- Structured extraction from unstructured input
- A decision layer combining hard rules with an LLM applying your documented policy
- The approval queue — a real web app with Approve, Edit and Reject on every item
- Integrations that write into your CRM, ERP, accounting or mail system
- Full audit log of every decision and who approved it, with rollback
- Metrics dashboard — volume, approval rate, time saved, exception rate
- The autonomy dial: start at 100% review, auto-approve categories once they earn it
Built with
- Next.js
- TypeScript
- Python
- PostgreSQL
- Claude
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