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Build the advantage.

Specialist programmes across model performance, physical AI, enterprise agents and the data infrastructure behind them.

Specialist programmeEngineering perspective
Enterprise modernisation

Data centre modernisation

Rework compute and platform infrastructure around current enterprise workloads.

Specialist programmeEngineering perspective
Enterprise data engineering

Data lineage and catalogue integration

Connect data ownership, definitions and processing history to enterprise use.

Specialist programmeEngineering perspective
Enterprise data engineering

Data product engineering

Package reliable datasets and interfaces for defined enterprise consumers.

Specialist programmeEngineering perspective
Expert data and evaluation programmes

Data quality and deduplication

Improve training-corpus integrity through duplicate, coverage and quality controls.

Specialist programmeEngineering perspective
Enterprise data engineering

Data quality engineering

Detect and handle data defects before they affect analytics or model workloads.

Specialist programmeEngineering perspective
Enterprise data engineering

Data warehouse modernisation

Rework analytical data architecture around current operating and AI requirements.

Specialist programmeEngineering perspective
Enterprise modernisation

Database migration engineering

Move enterprise data with validation, transition planning and integrity controls.

Specialist programmeEngineering perspective
Expert data and evaluation programmes

Dataset provenance engineering

Maintain rights, versions and lineage across training and evaluation inputs.

Specialist programmeEngineering perspective
Enterprise modernisation

DB2 migration programmes

Assess and migrate selected database workloads with scope-specific compatibility checks.

Specialist programmeEngineering perspective
Industrial robotics and automation

Delta robot picking systems

Integrate rapid picking requirements with task tracking and placement validation.

Specialist programmeEngineering perspective
Physical AI and robot learning

Dexterous manipulation learning

Develop grasp and hand behaviours for selected objects and manipulation tasks.

Specialist programmeEngineering perspective
Enterprise knowledge and document intelligence

Document ingestion pipelines

Transform source documents into indexed, traceable enterprise knowledge.

Specialist programmeEngineering perspective
Enterprise knowledge and document intelligence

Document workflow reconstruction

Reconstruct task context and evidence across complex document sequences.

Specialist programmeEngineering perspective
Expert data and evaluation programmes

Domain expert evaluation

Assess model behaviour using specialist judgement and an agreed evaluation rubric.

Specialist programmeEngineering perspective
Simulation and industrial digital twins

Domain randomisation programmes

Diversify simulation conditions around known physical and perception failure modes.

Specialist programmeEngineering perspective
Agentic systems engineering

Durable agent workflows

Maintain long-running task state through interruptions, retries and approvals.

Specialist programmeEngineering perspective
Private AI and inference systems

Edge AI deployment

Package and operate model tasks on selected edge compute devices.

Specialist programmeEngineering perspective
Vision voice and multimodal systems

Edge computer vision

Deploy vision tasks within device, connectivity and latency constraints.

Specialist programmeEngineering perspective
Enterprise workflow automation

Email and communication automation

Connect message context, task routing and approved responses to business systems.

Specialist programmeEngineering perspective
Physical AI and robot learning

Embodied model evaluation

Assess perception, action selection and recovery across representative robot tasks.

Specialist programmeEngineering perspective
Agentic systems engineering

Enterprise agent orchestration

Coordinate specialised agents and tool execution within an accountable task workflow.

Specialist programmeEngineering perspective
Cloud AI platforms and operations

Enterprise AI landing zones

Establish a controlled cloud foundation for model and agent programmes.

Specialist programmeEngineering perspective
Enterprise applications and integration

Enterprise API platforms

Design reliable API interfaces and governance for business-system integration.

Specialist programmeEngineering perspective
AI product engineering and verification

Enterprise browser extensions

Integrate controlled intelligence and workflows into existing browser applications.