Aristotle | ION Management Science Lab
AI-augmented Strategic Decision-making
under Uncertainty
Aristotle helps learners and managers frame complex problems, brainstorm multiple solutions, validate theories through experimentation and align stakeholders for execution.
See Aristotle in Action
Explore a walkthrough of how Aristotle transforms complex strategic questions into clear, actionable insights.
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Step 1
Welcome to Aristotle
AI-augmented strategic decision-making platform
Step 2
Start Your Journey
Describe your strategic challenge or decision
Step 3
Problem Coaching
AI-guided strategic reframing and assessment
Step 4
Context Gathering
Define objectives, constraints, and success metrics
Step 5
Data Integration
Select external sources for comprehensive analysis
Step 6
Theory Generation
AI models generate diverse strategic approaches
Step 7
Strategic Options
Review and experiment with generated theories
Step 8
Experiment Design
Test hypotheses with structured validation
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
Ready to transform how your organization makes strategic decisions?