Research collaboration
Universities, research groups, and funding programs
Joint studies, funded projects, and method developmentI approach business problems as systems of context, data, alternatives, and decision responsibility—not as excuses to apply a fashionable technology.
Clarify the actual choice, stakeholders, constraints, and success criteria before starting the analysis.
Select a multi-criteria, statistical, or machine-learning approach around the structure of the decision.
Evaluate findings together with assumptions, uncertainty, and sensitivity—not as a score in isolation.
Translate the model into a decision framework, study, report, or application leaders can use.