Applied Behavioral Scientist
I study why people and systems get stuck — and what helps them move again.
I’m an independent researcher and builder exploring complex failures, human friction, and recovery. I develop businesses, software, systems, and practical interventions in response to the questions I’m investigating.
I follow the relationships between decisions, environments, resources, and breakdowns.
I explore these questions across different environments:
An inquiry in development
A developing investigation into the mechanics of getting stuck—and the conditions that make recovery possible.
Lyō Theory explores why people and systems get stuck. The businesses below explore what helps them move again.
Explore Lyō TheoryFollow the pattern. Look for another path.
Notice a pattern in its context.
Trace what happened and what depended on what.
Make possible relationships explicit.
Try a change and examine what happens.
Revisit the question and the model.
Different investigations may use different methods and evidence.
Ideas become more useful when they’re tested against reality. These businesses provide three very different environments for understanding friction, solving practical problems, and discovering what helps people move forward.
Established business / live lab
Where the problems become visible.
An established printing business where real orders, customer needs, software, and daily operations reveal how friction develops—and what it takes to remove it.
Visit Granite Woods Printing
Emerging business / organizational recovery
Where understanding becomes intervention.
Helping small businesses facing serious operational or financial distress regain stability, evaluate their options, and build a workable path forward.
Visit Harbor Ray
Emerging business / practical home support
Where progress becomes tangible.
Helping people move through deferred household tasks, unfinished projects, and everyday obstacles that make their homes harder to manage.
Visit Mocha JackThese are starting points for investigation. Explanations remain provisional as evidence develops.
What happens when keeping things running uses up the capacity needed to change them?
What changes when someone has to move repeatedly between different kinds of thinking and work?
Under what conditions can separate, manageable problems become a larger breakdown?