Xabier M.

I am a Senior AI Architect focused on designing and governing large-scale AI systems in regulated environments.

I architect secure production AI and agentic systems where security, governance, and assurance are first-class architectural requirements. I work as design authority across LLM gateways, RAG pipelines, AI platforms, Agentic systems and control planes, covering secure reference architecture, IAM boundaries, runtime controls, threat modeling, evaluation gates, release controls and audit-ready evidence from day one.

I operate as an architecture and assurance lead, setting the technical direction, standards, and control gates that make delivery scalable and defensible. Implementation is then delivered by internal teams or partners under this model.

My experience spans energy, industrial, banking, insurance, and healthcare environments, with enterprise-scale deployments on Azure and AWS, including GenAI platforms, RAG pipelines, and agent-based systems. I specialize in Day-2 AI architecture: cost control, quality evaluation, traceability, security, and regulatory alignment (EU AI Act, ISO/IEC 42001, NIST / OWASP LLM).

My focus is clarity, correctness, and building AI systems that remain operable once the initial excitement fades.

Enterprise AI Architect, GenAI Architect, AI Governance, AI Architecture, GenAI Platform, RAG, AI Control Plane, Responsible AI, AI Risk & Compliance, EU AI Act, ISO 42001, Technical Assurance, Design Authority, Azure AI, AWS Bedrock