Self-Hosted AI Readiness Review
A focused assessment for teams evaluating private LLMs, production RAG, sovereign agents, or AI workloads on Kubernetes. We identify data, architecture, security, cost, and operations risks before you commit.
Services
Private AI infrastructure services for teams that need control.
Start with a readiness review, then choose the production path that matches your risk: private RAG, Kubernetes-based AI platforms, or sovereign agents.
Start with a review, then choose a production path.
Private RAG and LLM Systems
Architecture and implementation support for AI over private documents, customer data, source code, and internal knowledge where retrieval quality, access control, evaluation, and auditability matter.
Kubernetes-Based AI Platforms
Platform architecture for private AI workloads that need model serving, GPU planning, observability, security boundaries, cost controls, and Day-2 ownership.
Sovereign AI Agents
Advisory and implementation support for internal coding agents and tool-using automation where source-code privacy, permissions, approvals, audit logs, and safe execution matter.