The data + feature layer quant teams license instead of build 60+ integrated public data sources, deterministic feature extraction (BOCPD, HMM, spectral), a learned entity graph, and the pipeline scheduler that runs it all — as an API.
Data Platform
Surveillance + Features API
Query deterministic signals — changepoints, regime states, z-scores — computed daily across 60+ free public data sources. Skip the integration work.
$500/mo, up to full stack
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Entity Graph
Evidence & Relationship API
A learned, queryable graph of 4,800+ entities. Cross-document co-occurrence, confidence-scored links, and audit-traceable evidence for every claim.
$300/mo, up to enterprise
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Scheduler
Pipeline Run Visibility
Read-only monitoring into our DAG-based execution engine — run history, status, and timing per DAG.
$50/mo, up to $2k
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Why this isn't a weekend project
60 integrated APIsSEC EDGAR, CFTC, GDELT, AIS vessel tracking, sanctions, bankruptcy court, and more — normalized, monitored, and running in production.
A trained entity graphA heterogeneous temporal graph neural network learned cross-type attention over months of data. Training from scratch takes 30+ GPU hours.
Deterministic, auditable mathBOCPD, HMM, spectral analysis — no LLM, no black box. Every number traces to a public source.
Runs for $95/monthFree data + free training compute. We pass that cost advantage through instead of pricing like an enterprise data vendor.
Just want the weekly brief?
Market positioning and flow anomalies, delivered every week via API and digest.
$19/mo →