AI engine
AI engine.
A model-serving layer, an LLM gateway, and the operational practice that maintains both in production.
01
Nova — machine-learning service
Tabular models (LightGBM) for signal generation and conviction scoring. Trained on historical data, walk-forward validated, exposed as REST endpoints, and monitored in production.
02
AiEngine — LLM gateway
A central HTTP gateway fronting multiple LLM providers. Routes by caller allowlist, handles streaming, tracks usage. Provider substitution is possible without application changes.
03
Vision models
Open-source vision models applied to filings, charts, and structured documents where the cost-benefit is justified.
04
Drift and economic monitoring
Models in production are monitored for accuracy, calibration, and economic impact. Models whose economic lift disappears are flagged for review.