4 architecture labs
SuperML Labs
Explore practical AI architecture showcases focused on reasoning systems, fraud intelligence, and enterprise-grade pipeline design.
NL-2-SQL Lab
Production-style multi-agent NL-to-SQL architecture with schema discovery, planning, and guardrails.
Multi-Agent Schema Discovery RLS Guardrails
Fraud Detection Lab
Real-time fraud detection architecture with stream processing, feature engineering, and model ensemble.
Real-time ML Ensemble Models Feature Store
Agentic Fraud Lab
Autonomous fraud rule synthesis workflow with backtesting, compliance checks, and staged deployment.
Agentic AI Human-in-the-Loop Rule Decay
Ontology & AI Pipeline Lab
Open source ontology and governed AI pipeline design from contracts to evaluation and release.
Ontology Governance Evaluation