What Is an AI Solution Architect? System Boundaries, Responsibilities and Trade-offs
An AI Solution Architect turns business requirements into a production-ready AI system across data, models, tools, security, runtime, evaluation and operations.
Threat Model
Threat Model
Threat modeling guidance to prioritize controls based on realistic risks.
Articles
Generative AI Explained: Models, Retrieval, Tools and Applications Are Not the Same Thing
Generative AI is more than a model. Learn how models, retrieval, tools, context, runtimes and applications fit together in production AI systems.
Air-Gapped AI: How AI Systems Work Without Internet or Cloud Access
Air-gapped AI runs models, RAG and AI applications inside an isolated security domain without internet or cloud dependencies. Learn how models, data, updates and tools operate offline.
What Should an AI Agent Remember, Forget, Recompute or Retrieve Again?
Long-running agents should not remember everything. This article provides a practical lifecycle model for deciding what belongs in durable memory, what should be retrieved again, what is safer to recompute, and what should expire or be superseded.