Mario Ortega
Architecture Case StudiesEnterprise Production

Production Systems & Case Studies

In-depth breakdowns of enterprise AI architectures designed for high scale, strict cost control, and deterministic reliability.

Filter:
Live in Production
LangGraphDSPyOCR & SLMspgvectorHybrid RAGFastAPI

Production-Grade Document Intelligence & Extraction Engine

An enterprise multi-agent document extraction ecosystem orchestrating OCR, SLMs, and frontier LLMs via LangGraph and DSPy. Ingests heterogeneous documents (IDs, certifications, forms), performs pgvector hybrid RAG indexing, and optimizes token overhead via tiered model routing.