Build the advantage.
Specialist programmes across model performance, physical AI, enterprise agents and the data infrastructure behind them.
Small specialised instruct models
Develop focused 1B and 3B-class instruct models for controlled enterprise tasks.
Software in the loop testing
Test robot and automation software against virtual operating environments.
Sovereign AI architecture
Design control over model execution, data location and deployment dependencies.
Spatial intelligence applications
Connect scene geometry and perception to grounded decisions and actions.
Speech recognition adaptation
Improve recognition for target domains, vocabularies and operating environments.
Supervised fine tuning
Adapt a model to enterprise tasks with an instruction dataset and validated release.
Supply chain agents
Connect operational exceptions to inventory, planning and fulfilment workflows.
Synthetic data validation
Validate generated examples before they enter domain training programmes.
Synthetic perception data generation
Create controlled visual datasets with annotations for industrial perception tasks.
Test automation for AI products
Build meaningful regression coverage around product outcomes and operating risks.
TIBCO integration modernisation
Transition selected integration processes into a reviewed enterprise architecture.
Time series intelligence
Build processing and models around equipment, operational or financial time series.
Tool use model training
Strengthen structured calls and tool selection through task-specific training programmes.
Vector data infrastructure
Operate embeddings and vector retrieval as part of enterprise data systems.
Video intelligence systems
Extract useful events and temporal evidence from enterprise video streams.
Virtual commissioning
Validate automation interactions and control logic before physical integration.
Vision guided robotic picking
Develop perception-to-pick integration for variable objects and placement requirements.
Vision language action adaptation
Adapt task-conditioned robot policies to selected embodiments and operating scenarios.
Vision language model adaptation
Adapt multimodal understanding to selected industrial or business tasks.
Visual anomaly detection
Identify unusual equipment or product observations with reviewable detection outputs.
Visual quality inspection
Support product inspection with task-specific sensing and quality criteria.
Voice agent integration
Connect spoken interactions to enterprise knowledge and scoped tool actions.
Workcell collision and reach analysis
Assess layouts, robot motion and interference against production requirements.
XR robot teleoperation
Build immersive demonstration capture workflows with synchronised observations and actions.
Looking for a different part of the system?
Explore every field