Every component of the technology stack is proprietary. Data ingestion, signal processing, systematic order management, risk computation, and deployment infrastructure — designed for deterministic latency and operational independence.

External dependencies introduce fragility. Proprietary systems provide control, auditability, and the ability to iterate at research speed.