I research the structure beneath human experience, systems, organizations, and technology.
Not the stories, not the symptoms, but the underlayer: how perception, direction, and field influence each other and cause tension, clarity, or noise.
The I·V·O model emerged through years of observation across different domains: human behavior, team dynamics, healthcare, crisis work, sailing, technology, field logic, and cosmic perspective.
The same movements kept appearing everywhere — always the same interplay between I, V, and O.
The model is not a theory and not a belief.
It is a minimal structure that makes visible how systems actually move.
My role is to observe, describe, and organize underlying structures in complex systems.
I work at the level where behavior, direction, and context influence each other: where coherence emerges, where noise enters, and where systems lose their course. I learned to recognize these patterns through years of observation across diverse domains — people, teams, organizations, healthcare, technology, and field processes.
I do not develop solutions and I do not sell answers.
I make visible what is actually happening, so that a system can understand and correct itself.
What emerges here is not a method and not a belief, but a readable structure that helps to see clearly — before interpretation, before judgment, before intervention.
Design by Authenticity is the research field where all of this comes together:
- the I·V·O model
- coherence and decoherence
- field logic
- system analysis
- experiments and observations
- language for what normally goes unnamed
Not as a project, but as an open structure that keeps refining itself.
I write. I observe systems. I develop structural frameworks such as I·V·O.
I do not give interviews, participate in media, or offer consultations.
Everything I have to say is already written.
The work exists independently of me.
I remain in the background.
I·V·O is a structural framework.
It does not replace medical, psychological, or legal assessment.
Use it for clarity, not for diagnosis.