red teaming , Integrations, MLops, Incident Management, AI product strategy, Service Management, AI security compliance governance, Programme and portfolio leadership, data pipelines, SRE, change release governance, evaluation and assurance, SLAs monitoring, agent design and evaluation, classified-environment requirements, vendor commercial budget and SOW management, AI GenAI requirements engineering, LLMOps, AI GenAI architectures, prompt-injection defence, backlog and roadmap management, GenAI safety, risk dependency audit governance, use-case definition