Your work also includes building telemetry and consumption controls, enabling secure integrations with enterprise systems, embedding automated evaluation and compliance checks, documenting reusable patterns, leading technical initiatives, mentoring engineers, and evaluating emerging capabilities that can improve security, reliability, scalability, efficiency, and adoption. You implement governance controls for inventories, ownership, risk tiering, identity, access, data protection, runtime protection, audit logging, and periodic recertification, while also managing model access, quotas, capacity, private networking, endpoints, and onboarding controls.