Ensure every roadmap initiative has a clear product narrative explaining the intended user outcome and the technical capability being delivered, including its relationship to models, data, benchmarking, optimization, infrastructure, scheduling, inference, or agentic applications.
Build the agentic-security surface. Partner on red-teaming and adversarial evaluation - tool-chain exploits, RBAC and permission-inheritance failures, multi-turn safety erosion - so we catch what a motivated adversary would.
Develop and deliver training and support certification and qualification programs in AI and robotics, including course content, instruction, and assessment and credential development aligned to the relevant standards.
Collaborate with data scientists, AI engineers and solution architects to conceptualise solutions, support prototyping and ensure alignment with business requirements.
Re-architect and develop our existing system to support conversion of complex business and retail-specific requirements into scalable and reusable software components.