Assess readiness, integration and whole-of-life cost against the intended application. Compare prospective gains in productivity, decision speed, continuity and resource use with an agreed operating baseline.
Operational ontology
Connect assets, suppliers, identities, events and responsibilities through a shared operational model. Assess how relationships, provenance and permissions turn fragmented records into decision context for people, AI agents and existing systems.
Digital twins
Assess connected models of factories, infrastructure, energy systems and supply networks. Examine whether simulations can improve commissioning, maintenance, capacity planning or automation, with model fidelity and sensor integration tested against observed behaviour.
Connected cities and regional systems
Assess connected applications across transport, energy, utilities and public services. Link asset and service dependencies to defined council or regional decisions, including disruption response, capacity planning and infrastructure investment. Examine data-sharing responsibilities, accessibility and the public outcomes used to judge adoption.
Workforce intelligence and trusted platforms
Assess how workforce platforms connect verified employers, skills, qualifications and regional demand. Examine data ownership, consent, portability, interoperability and continuity, and whether the resulting intelligence supports capacity planning, targeted training and earlier identification of shortages. Define integration requirements and evaluation criteria with relevant workforce specialists.
Immersive training and operational rehearsal
Assess virtual and augmented reality for operator training, maintenance, safety and emergency response. Define the tasks, operating conditions and competency evidence each scenario must support. Examine integration with operational models, accessibility and transfer of learning to supervised real-world performance, with specialist learning design and delivery separately scoped.
Dual-use technologies
Assess civilian and defence applications of autonomy, advanced sensing, satellite-enabled analysis and resilient infrastructure. Examine end-user requirements, interoperability, transfer restrictions and the evidence needed in each operating environment.
Cross-sector intelligence
Connect developments in AI, semiconductor supply, energy, logistics, finance and security to the operation or investment being assessed. Trace dependencies and emerging risks while preserving source quality, access boundaries and uncertainty.
Sovereign and confidential AI
Assess control of data, models, keys, hosting and deployment dependencies for sensitive workloads. Examine confidential processing, protected collaboration, identity and access boundaries alongside portability and continuity requirements.
Enterprise agents and edge systems
Assess agents for procurement, administration, analysis and coordinated operational workflows. Examine permissions, completion evidence and recovery; for local or disconnected deployment, assess latency, connectivity, hardware limits and model maintenance.
Robotics and industrial AI
Assess physical AI for manufacturing, inspection, logistics and underground operations. Examine perception, sensor fusion, autonomy and coordinated machine workflows, connecting simulation evidence to platform integration and representative field conditions.
Compute and semiconductor infrastructure
Compare cloud, on-premises and edge architectures against workload needs, accelerator availability, data location and operating cost. Examine semiconductor and supplier dependencies, networking, power and cooling with relevant technical specialists.
Energy systems and advanced power
Assess storage, energy orchestration and dependable power for industrial and digital infrastructure. Compare operating requirements, maturity and integration options; longer-term nuclear and fusion developments are assessed against evidence, time horizons and jurisdictional conditions.
Quantum technologies and cryptographic resilience
Assess selected computing, sensing and communications applications against specialist evidence and practical alternatives. Identify post-quantum migration priorities for long-lived systems, with attention to interoperability, asset lifecycles and continuity.
Research translation & commercialisation
Connect foundational research with industry expertise and end-user needs. Assess technical evidence, intellectual property and commercial demand to define a staged path from proof of concept to pilot evaluation and adoption.