StratSim AI

StratSim AI is an AI-powered strategic decision simulation engine that helps businesses evaluate different strategies using probabilistic modeling.

Features

• Pricing strategy simulation
• Marketing investment simulation
• Monte Carlo risk analysis
• Strategy comparison engine
• AI-powered strategic recommendations
• FastAPI backend

Tech Stack

• Python
• FastAPI
• Monte Carlo Simulation
• Pydantic
• REST APIs

Example Use Case

Simulate multiple strategies:

• Increase product pricing
• Increase marketing budget

The system evaluates:

• Revenue impact
• Risk probability
• Strategic recommendation

Future Improvements

• Interactive dashboard
• Strategy visualization graphs
• Scenario persistence with database