Andria Systems · System Architecture

Institutional Quant Intelligence
at Zero Infrastructure Cost

A full-stack quantitative research platform processing 116M SEC 13F filings through a multi-stage ML pipeline: HDBSCAN clustering, Gaussian HMM regime detection, RACS signal generation; validated by the Bailey et al. (2016) publication framework, and delivered globally via a static edge CDN at $0/month.

116M
Data Processed
SEC 13F filing rows
4
ML Algorithms
UMAP · HDBSCAN · HMM · DSR
7
Validation Gates
Statistical publication checks
$0
Infrastructure Cost
Per month, globally delivered
Click any component to inspect its role, technology, and metrics
📄SEC EDGAR116M filings📈FRED + OFRMacro featuresDuckDB EngineIn-process OLAP🧬Manager DNAHDBSCAN clustering🌊HMM Regimes4 macro statesRACS EngineSignal generation🔒EvaluationGateBailey et al.⚖️PortfolioRisk-budgeted📦Artifact Export7 JSON files🌐Next.js 14Static export
📄
SEC EDGAR
116M filings
📈
FRED + OFR
Macro features
DuckDB Engine
In-process OLAP
🧬
Manager DNA
HDBSCAN clustering
🌊
HMM Regimes
4 macro states
RACS Engine
Signal generation
🔒
EvaluationGate
Bailey et al.
⚖️
Portfolio
Risk-budgeted
📦
Artifact Export
7 JSON files
🌐
Next.js 14
Static export