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Case Studies

Real-world projects with measurable outcomes. Each case study includes architecture details, evaluation metrics, and before/after comparisons.

Eval-Gated RAG Platform with CI/CD

Production RAG system with evaluation-driven releases, gold-set testing, and CI gates to prevent hallucinations. Self-hosted on Kubernetes with cost and accuracy SLOs.

RAGLLMEvaluation
Answer Accuracy
Measured: 87% on gold-set
Hallucination Rate
3% (eval-gated)
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Private Document Intelligence Platform

Self-hosted OCR and structured data extraction pipeline for regulated environments. Kubernetes-native with GPU support, evaluation metrics, and cost controls.

KubernetesDocument IntelligenceOCR
Processing Time
3-8 seconds per document
Accuracy
92-96% extraction accuracy
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