Snowtrail delivers signals, events, and features that help trading and research teams understand commodity markets beyond price.
Structured, production-ready data products designed for institutional trading workflows.
Point-in-time correct trading signals with full transparency and versioning.
Learn more →Regime shifts, supply disruptions, and anomaly detection delivered as they are detected.
Learn more →Engineered time-series features ready for backtesting and model training.
Learn more →Walk-forward validation with bootstrap confidence intervals, robustness metrics, and decision analytics.
Learn more →Deep coverage across global energy markets with consistent methodology and transparent data.
Designed to integrate with existing workflows, research infrastructure, and execution systems.
Clear, explainable indicators that complement both quantitative models and fundamental analysis.
REST APIs, Python SDK, and structured schemas for seamless integration with your existing stack.
Full documentation of signal construction, data sources, and calculation methods.
Point-in-time correctness, versioned signals, and full lineage tracking.
Modern infrastructure designed for seamless integration with research workflows and production systems.
REST endpoints with OpenAPI specs
Native SDK for research workflows
No look-ahead bias in historical data
Consistent, documented data models
Request a demo to see how Snowtrail can enhance your research and trading decisions.