Lab · AI Automation Playground

Watch an AI agent do the busywork.

Paste a sales email, a support ticket or an invoice and run it through the kind of workflow I build for clients: parse, classify intent with confidence scores, extract the fields, route it and take the actions. It runs entirely in your browser, and you can edit the input.

On-device agent · no API key · your text stays here
TR
TriggerNew item arrives (webhook)
idle
PR
Parse & cleanNormalise text, strip noise
idle
AI
AI classifyIntent scores with confidence
idle
EX
Extract fieldsNames, amounts, dates, IDs
idle
RT
RouteBusiness rules pick the path
idle
AC
ActCRM, Slack, email, accounting
idle
LG
Log & learnAudit trail and metrics
idle

Workflow results

AI classification

Extracted fields

Routing

Actions taken

Run log

Impact this session: 0 runs · 0 min saved

0hours back per year
$0value at $45/hour
< 5 mscompute per item, vs minutes by hand
What you’ll learn

What you just watched.

01

Classification

A model scores every possible intent and turns the scores into probabilities. Low confidence goes to a human instead of guessing.

02

Extraction

Names, amounts, dates and IDs are pulled into structured fields, so other systems can use them.

03

Routing

Plain business rules decide what happens next: limits, priorities and approvals stay in your control.

04

Action

The agent does the work across your tools (CRM, Slack, email, accounting) and logs every step.

Want this running on your inbox?

This demo runs on your text in your browser. Production versions use Claude or GPT with n8n or Make, connected to your real tools, with guardrails and human review where it matters.