# Grey Machines

> AI-powered decision intelligence platform

Grey Machines simulates complex strategic decisions using system dynamics modeling, Monte Carlo simulation, and causal loop diagrams.

## What We Do
- Turn strategic questions into ranked, quantified scenarios in hours, not weeks
- Build causal loop diagrams automatically from natural language
- Run thousands of Monte Carlo scenarios across the prediction horizon per simulation
- Identify feedback loops, tipping points, and highest-leverage interventions

## Platform
- Simulation Engine: ODE solver with an adaptive multi-year prediction horizon
- Agent Modeling: Multi-stage AI pipeline with specialized agents coordinating in parallel
- Scenario Analysis: Probability-weighted outcome ranking
- Monte Carlo: Statistical simulation with convergence monitoring
- API Access: RESTful API with Python and JavaScript SDKs

## Solutions
- Strategy Leaders: Market entry, M&A, competitive response
- Product Leaders: Pricing, feature prioritization, platform strategy
- Operations Leaders: Supply chain, capacity planning, vendor decisions
- Policy Makers: Policy design with equity and political feedback modeling
- Investment Professionals: Due diligence, portfolio stress testing
- Research & Academia: Rapid CLD generation, hypothesis testing
- Consultants: Evidence-based recommendations, scenario reports
- Founders & CEOs: Test decisions before committing

## Methodology
- Grey Machines combines system dynamics (stocks, flows, feedback loops) with Monte Carlo sampling and AI swarm intelligence.
- For any question, the platform constructs a causal loop diagram, parameterizes a system dynamics model, and runs thousands of stochastic scenarios across the prediction horizon.
- Results are clustered into distinct outcome archetypes (e.g., Bull, Base, Bear, tail risks) with probability weights and the variables that most differentiate them.

## Links
- Website: https://greymachines.com
- Platform: https://greymachines.com/platform
- Solutions: https://greymachines.com/solutions
- API Docs: https://greymachines.com/api
- Library: https://greymachines.com/library
- Blog: https://greymachines.com/blog
- Status: https://greymachines.com/status
- Full content: https://greymachines.com/llms-full.txt
- Contact: social@greymachines.com