A six-week applied Human × AI lab for founders, professionals, graduate students, medical students, and people who want to improve one meaningful workflow in their work, studies, or personal life.
Choose one recurring task. We will map how it works today, determine what AI should and should not do, build a supervised workflow, test it, and measure what changes. You leave knowing how to operate, evaluate, and improve the system yourself.
Founding beta program fee: waived
Participation requires active implementation, agreed evaluation data, and honest feedback. Positive outcomes, testimonials, and public case studies are not required.
You are still the person remembering. Organizing. Re-explaining. Checking. Moving the work forward. The opportunity is not necessarily another AI tool. It may be a better-designed workflow.
Streamline a recurring business task such as client communication, reporting, research, or internal planning without losing visibility or judgment.
Build supervised workflows for literature review, study synthesis, and exam preparation while keeping your critical thinking.
Improve a meaningful personal workflow such as organizing, planning, learning, or tracking with a system you control.
Human judgment is preserved. You define the intent, set the standards, and make consequential decisions.
We do not build dependence. We design workflows that support the person, not workflows the person cannot operate without.
We earn complexity. We do not automate more than the task requires. Progress is measured by whether the system improves your capacity to produce, evaluate, and correct.
Define the workflow, its trigger, inputs, steps, and outputs.
Define what AI may and may not do, where review lives, and what quality means.
Construct the workflow with defined tools and structured prompts.
Run scenarios, compare outputs to standards, and fix failure modes.
Evaluate speed, quality, reliability, and attention required.
Capture the playbook and hand it to you to operate and improve.
The capstone is your own supervised workflow, mapped, designed, built, tested, measured, and documented, with a playbook you keep.