Maps the entire technology ecosystem as a dynamic graph
Identifies hidden connections between technologies, companies, and research domains
Detects emerging clusters and structural shifts in real-time
Provides the foundational "world model" that feeds into Tech Profiling AI and De Facto Trajectory AI
Part of the WARP DD 3-Layer AI Engine
Model
Role
Ecosystem Analysis AI (this model)
Graph-based relational structure modeling
Tech Profiling AI
6-axis quantitative competitiveness evaluation
De Facto Trajectory AI
Future trajectory prediction with causal inference
Validation
89% overall backtest accuracy across 100 AI/ML companies (2-year validation)
~200 companies across 7 technology domains validated with real-world data
Note
Model weights and training code are proprietary and not publicly available. This Model Card is provided to document the architecture and capabilities of the model.
