Build the advantage.
Specialist programmes across model performance, physical AI, enterprise agents and the data infrastructure behind them.
Enterprise feature pipelines
Prepare reusable data features for model training and production use.
Enterprise identity modernisation
Connect current authentication and access control to existing business applications.
Enterprise knowledge graph engineering
Model organisational entities and relationships around real operational questions.
Enterprise middleware modernisation
Replace or extend integration infrastructure without losing business process continuity.
Enterprise portal engineering
Build role-aware interfaces for employees, partners and operational teams.
Enterprise retrieval augmented generation
Ground enterprise answers in selected sources with access-aware retrieval.
ERP workflow automation
Coordinate data and actions across enterprise planning and operating workflows.
ETL and ELT engineering
Build traceable data transformations with task-specific quality controls.
Evaluation contamination audits
Check overlap and leakage risks between training data and evaluation material.
Event driven data integration
Coordinate systems through reliable event interfaces and data contracts.
Expert code training data
Create engineering tasks and reviewed code artefacts for code-model development.
Factory layout simulation
Assess production flow, workcell placement and alternative factory configurations.
Field service automation
Support dispatch, equipment context and service evidence in field workflows.
Finance operations agents
Connect finance documents, reconciliation tasks and controlled system actions.
Financial document intelligence
Structure reports and financial records for defined analysis tasks.
Force controlled assembly
Integrate force-aware control for insertion, fastening and contact-sensitive tasks.
Generative interface engineering
Build controlled dynamic interfaces around validated product tasks.
Generative media workflows
Integrate controlled media generation into enterprise review and production workflows.
GPU cluster integration
Connect model workloads to distributed GPU scheduling, storage and network resources.
GPU inference optimisation
Profile and tune inference workloads against defined serving objectives.
GPU workload orchestration
Schedule and observe GPU workloads according to capacity and task requirements.
Graph retrieval systems
Connect entities and relationships for knowledge-intensive enterprise tasks.
Hardware in the loop testing
Connect real controllers or equipment interfaces to controlled simulation scenarios.
HR workflow agents
Support employee service and administrative workflows with role-aware access.
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