Aristotle | ION Management Science Lab
AI-augmented Managerial Decision-making
under Uncertainty
Aristotle helps learners and managers think like a scientist: frame a problem, build rival theories of value, test them with experiments and decide based on evidence.
System Architecture
User Request
Orchestrator
RouteProblem Agent
Coaching→Context→Finalizing
Theory Agent
Preference→Generate→Evaluate→Refine
Experiment Agent
Select→Hypothesize→Design→Personas→Execute
Problem Artifact
Theory Artifact
Experiment Artifact
Decision Execution
User Request
Orchestrator
RouteProblem Agent
Coaching→Context→Finalizing
Problem Artifact
Theory Agent
Preference→Generate→Evaluate→Refine
Theory Artifact
Experiment Agent
Select→Hypothesize→Design→Personas→Execute
Experiment Artifact
Decision Execution