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See how I uncover the operating logic of systems and surface it through interfaces, so that stakeholders can grasp the picture and operate intuitively to maintain governance and accountability.

How I led a 0 to 1 project, inventing UX/AI paradigms to support the founder's vision that enables of AI operationalization for truth, value and people.

The Compass: A Systems Instrument for Evidence-Based Product Strategy Most product decisions begin with assumptions dressed as research. Surveys measure what is asked. Interviews measure what is said. Both filter through compliance, social performance, and the agenda of whoever commissioned them. By the time a team discovers the assumption was wrong, months of investment have already moved in one direction. https://glintsphere.pro/compass The Compass is the premium research