The Dr. Duffy ecosystem

The AI Operating Lab for Small Business

Build your AI-powered business—one working system at a time.

You already know how to run your business. AI Operator helps you turn that knowledge into practical, governed systems that support the way your company actually operates.

A visual operating loop connecting context, human judgment, approvals, and measurable outcomes
BuildTestMeasureImprove
Not another video library

Implementation is the product.

Every Lab centers on a working artifact with a named outcome, human approval boundary, test, and evidence. Members build; the community supplies the method, cadence, and support.

01

Map the work

Define the outcome, owner, sources, authority, success measure, and stop condition.

02

Build the workflow

Use practical templates and implementation sessions to turn the map into a bounded system.

03

Prove and improve

Test with evidence, record what happened, and improve one constraint at a time.

AI Operator Starter

Start free.

Build your AI Operating Map, complete a bounded quick win, read selected Field Notes, and join open implementation workshops.

Join the free community
AI Operator Lab

$99 / month.

One monthly implementation Lab, weekly clinic, full templates and replays, build reviews, and the cadence to activate one working system every month.

Cancel any time. Custom implementation, unlimited private support, and guaranteed outcomes are not included.

See the community
First three Labs

A practical sequence from context to customers.

The sequence starts with owned context, moves into lead response, and then turns working evidence into a content-to-conversation engine.

Lab 01

AI Business Brain & Chief of Staff

Build an owned-source inventory, weekly owner brief, approval rules, and Decision Ledger.

Lab 02

Lead Response & Follow-Up

Map capture, qualification, consent, routing, persistence, human handoff, and measurement.

Lab 03

Content-to-Conversation

Turn one weekly build into source-grounded content tied to one measurable conversion.

The next move

Start with one workflow—not your entire business.

Build the free AI Operating Map in your browser, then bring it into AI Operator for the implementation path.

Build the Map Join AI Operator