Agentic AI solutions from concept to production. Define scalable reference architectures and design patterns for AI platforms, copilots, and intelligent agents. Establish architectural standards, reusable components, and best practices across delivery programs. Design secure, resilient, highly available AI systems at enterprise scale, across structured and unstructured data. … LangChain/LangGraph, LlamaIndex, CrewAI, AutoGen, DSPy, Semantic Kernel, Strands. Advanced retrieval : Graph RAG, knowledge graphs, context graphs, hybrid search, vector databases. Agentic patterns : multi-agent architectures, planning and reasoning, MCP (Model Context Protocol). Model customization: fine-tuning, distillation, and model evaluation at scale. What success looks ...