Practical articles on building Enterprise AI — written from 19 years of production experience, not just theory. Real patterns, real trade-offs, real lessons.
Building Enterprise AI Platforms
Architecture patterns, governance, and lessons from building at scale.
Enterprise RAG in Production
Moving beyond naive RAG to robust, evaluated, enterprise-grade retrieval.
GPU Optimization for Enterprise AI
Inference optimization, batching strategies, and GPU platform design.
Responsible AI at Scale
Governance frameworks, bias detection, explainability, and AI risk management.
Agentic AI Design Patterns
Building reliable, safe, enterprise-grade agentic systems that actually work.
LLM Evaluation Frameworks
Practical evaluation strategies for production LLM systems beyond benchmarks.