Capability 3.1.3

Model Tooling

Definition

AI-enabling system software that improves model training, deployment and lifecycle management. This includes Machine Learning Operations (MLOps) platforms, monitoring tools feature stores, hardware-optimised runtimes (to speed up inferencing) that operate at the model–infrastructure interface.

Examples

Kubeflow
Hugging Face Hub
TensorRT (NVIDIA)
Evidently AI.

Indicators

Availability of domestic production-ready MLOps platforms
R&D in AI infrastructure tools

National AI Plan

PLAN COMMITMENT

No commitment

No reference in the plan. No commitment by government in the plan aligns with recommendation to maintain and monitor, however future plans would benefit from recognising the role of this capability in the ecosystem.

Stocktake

Australia Mlops Market Size & Outlook 2025–2030. Grand View Horizon. 2025. https://www.grandviewresearch.com/horizon/outlook/mlops-market/australia

Is the Stocktake missing evidence?

Share additional information for potential future Assessments