Adaptive sampling under non-stationary distributions
A method for maintaining sample representativeness when the underlying data distribution shifts faster than the collection window.
Data tools & research
We develop and host research instruments and data tools across multiple operational domains.
Tooling
Each tool solves one problem completely. No bloat, no feature creep. Plug into your stack via API or run standalone.
Real-time data pipeline with sub-millisecond latency. Ingest, transform, and route any data shape at scale.
LiveAnomaly detection engine. Finds what your dashboards miss.
LiveSchema management and data validation. One source of truth.
LiveOSINT collection and correlation engine. Surface, aggregate, and map open-source intelligence across domains.
LiveUnified access layer across every Velltrix tool. Single key, single endpoint, full telemetry.
LiveResearch
Our research arm investigates data infrastructure, quantitative methods, and computational efficiency. Findings feed directly into our tools.
A method for maintaining sample representativeness when the underlying data distribution shifts faster than the collection window.
Deriving structure from unstructured input without imposing latency penalties on the ingestion path.
Building indexes that respect the compression layer rather than fighting it. 40% reduction in read amplification.