The Dr. Duffy ecosystem
Duffy LabsIndependent AI Studio · Community

Independent applied AI studio · Learning in public

Useful questions.
Small experiments.
Honest results.

Dr. Duffy Labs is Kevin Duffy’s part-time studio for exploring what AI can usefully do. Follow the projects, examine the evidence, and help choose the next feasible question.

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The portfolio

Five projects. Specific questions.

Our portfolio includes actual customer work as well as prototypes and concepts. Each brief distinguishes what exists from the next proposed test.

Customer deployment

RevStack

Customer work in use

Can a small business make its follow-up workflow easier to inspect?

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Structured information

AI TableFlow

Public walkthrough pending

Can an AI-assisted table workflow remain understandable to its owner?

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Event voice demo

Reginald

Public walkthrough pending

Can a voice demo answer a bounded set of event questions and admit uncertainty?

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Decision-support concept

Deal Vision

Public walkthrough pending

Can a decision brief make its assumptions and missing evidence easier to see?

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Sanitized operating concept

Kevin OS

Public walkthrough pending

What makes a personal AI operating system accountable to its owner?

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How the studio works

A lifecycle, not a content treadmill.

This is independent work alongside Kevin’s other responsibilities. There are no live sessions or fixed publishing schedule. Experiments advance when there is useful evidence and capacity.

  1. QuestionName the problem and who it could help.
  2. ShortlistCheck feasibility, permission, scope, and capacity.
  3. ExperimentSet a success measure and stop condition.
  4. Share evidencePublish a demo, limitations, and what failed.
  5. DecideContinue, revise, pause, or archive with a reason.

Learn without joining

Read project briefs, use the free tools, and inspect experiment notes without an account.

Participate for free

Join Dr. Duffy Labs on Skool to suggest questions and vote on curator-shortlisted feasible experiments.

Reuse the method

Start with the free experiment brief. Record a hypothesis, evidence, failure, and the next decision.

Use the experiment briefExplore books and tools
Curiosity belongs here

Follow the work. Help shape the questions.

Join the free community to follow results, suggest ideas, and vote when Kevin opens a shortlist of feasible experiments. Suggestions and votes inform priorities; they do not guarantee a build.

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