4 knowledge units
AI harness packsAI behavior can be packaged, versioned, evaluated, gated, and distributed like software rather than treated as an untracked prompt string.AI orchestration and model routingAI jobs and live inference can be routed through an orchestration plane that tracks endpoint capabilities, health, workers, and workload placement independent of a single model provider.Dedicated AI data plane and vector lifecycleAI sources, chunks, embeddings, retrieval metadata, jobs, and telemetry live in a dedicated AI data plane rather than the main transactional database.Permission-aware RAGBuildWithHQ resolves the caller’s allowed data envelope before semantic retrieval returns context to the model; prompt text is not treated as the security boundary.