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, timing. Custom DAG submission is in beta.
$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?
Ranked federal contracts + market anomalies, delivered every week.
$19/mo →