VFUSION AI / WORK

Built under real constraints.

Eight technical stories. Anonymised organisations, concrete engineering decisions and a clear distinction between delivered work and our own research.

Dutch critical-infrastructure organisation

MLOps without a connection outside.

Delivered platform

Infrastructure

Dutch critical-infrastructure organisation

A 72B coding model on one H100.

Private model serving

Fine-tuningInfrastructure

Major German automotive manufacturer

Computer vision for bodywork inspection.

Engineering example

Computer vision

Dutch vehicle damage repair group

A second pair of eyes for the damage expert.

Assisted image analysis

Computer visionFine-tuning

Dutch private bank

AI that remains explainable and accountable.

Governance approach

Governance

In-house R&D

120 billion parameters. Domain-specific training.

Trained · export pending

Fine-tuning

Dutch public-sector organisation

GPU capacity that follows the workload.

Infrastructure project