The adapt framework
Put AI to work. In order.
Five stages: Assess, Demystify, Apply, Productize, Transform. Map your real work first, learn where the tools fail, then build workflows you can measure, price, and maintain.
A method, not a tool list.
ADAPT is a five-stage method for working professionals who need AI to earn its keep on a real job. You start with your own week, not a demo. Each stage produces something you use: a ranked task list, a verification habit, documented workflows, a priced offer, and a maintenance schedule.
It is built for attorneys, accountants, teachers changing careers, military spouses, nonprofit staff, and veterans in transition: anyone whose work is heavy on words and light on spare hours. No coding. No subscriptions required to start. Stage 1 needs a pen and your calendar.
Run them in order. Each one feeds the next.
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Assess
Map your work to AI leverage
Audit one work week and name the five tasks where AI pays off first.
Open stage → -
Demystify
Build real AI literacy: capabilities, failure modes, and the verification habit
Learn how the tools fail and the three checks to run before anything ships.
Open stage → -
Apply
Build your core workflows
Build five documented workflows and measure what each one saves.
Open stage → -
Productize
Turn workflows into income
Package one workflow into a portfolio piece, a client deliverable, or a service.
Open stage → -
Transform
Systematize and stay current
Keep the system current on about an hour of maintenance per quarter.
Open stage →
What is here now. What lands next.
The framework, free.
All five stage pages plus 13 downloadable worksheets, scorecards, and templates. Everything you need to run ADAPT start to finish is on this site.
Profession prompt libraries.
Tested starting prompts for the common tasks in your field, the raw material for Stage 3 prompt chains. Attorney and accountant libraries are live now, with more in production.
Browse the libraries →A self-paced flagship course.
A full course that walks the framework with worked examples and feedback checkpoints. If you want a note when it opens, say so. one email, no list games.
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