Risk Reporting & Regulatory Coordination: Report technology risks directly to the Director, Group IT, and Board Risk& Audit. Independently assess security incidents, coordinate with regulators and relevant listed or regulated entities, and recommend appropriate risk acceptance decisions.
Engage with industry stakeholders, testing service providers, and AI system developers and deployers to understand evolving needs and refine the programme's assessment scope and standards.
Research, develop, and deploy next-generation Embodied AI systems that integrate perception, reasoning, planning, and action in real-world environments.
Select the appropriate architecture for each use case rather than applying multi-agent patterns by default:Deterministic workflow and state-machine architectures for repeatable, high-confidence operational processes.Planner-executor architectures for decomposing complex investigation, planning, and remediation tasks.Supervisor-worker or manager-worker architectures for coordinating specialist domain agents.Router architectures for selecting the right model, tool, knowledge source, workflow, or specialist agent.Reflection, critic, verifier, or judge patterns for quality assurance, validation, and safety checks.Event-driven architectures for responding to telemetry anomalies, workload failures, scheduler events, benchmark regressions, and operational alerts.Human-in-the-loop architectures for high-impact recommendations, privileged actions, or changes to production environments.
Ensure the products generate insightful, decision-grade outputs, and design them to improve and scale as the team's needs and the underlying context grow.
Owning application delivery and continuous improvement, working closely with business teams to translate requirements into practical solutions, document application designs and troubleshooting guidance, and coordinating with IS teams and vendors on enterprise dependencies.
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.
Human-in-the-Loop: Design workflows that ensure high-stakes AI decisions (like grant recommendations) cannot proceed without explicit, authenticated human approval.
Research overseas IDC market trends, pricing and regulatory requirements. Lead negotiations for LOIs, colocation agreements and related contracts, and coordinate deployment schedules.
