Use case type

AI model training

AI model training groups 1 documented AI deployment in the AI Use Case Hub. Adoption so far is concentrated in Manufacturing. Browse the company examples below to see how teams put it into production.

Use cases

Examples

Industries

Timeline

1 mo

Company examples

Use cases of this type

1 shown from 1 use cases

Feb 23, 2026

Hexagon accelerates AI model production with Amazon SageMaker HyperPod

Hexagon, the global leader in measurement technologies, collaborated with Amazon Web Services to scale AI model production for point-cloud workflows.The company built a managed training environment to pretrain state-of-the-art segmentation models for built-environment and geospatial use cases, with an integrated data pipeline, compute cluster management, and MLOps monitoring stack.

HexagonManufacturing

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AI adoption trend

Trendline vs all cases / company examples

Industry

February 2026: 1 industry

Where it’s used

Manufacturing1(100%)

Cloud providers

AWS1(100%)

Use case profile

Documented use cases: 1
Scored examples: Average innovativeness3.8/5Advanced3.8/5 - Advanced. Compared with similar AWS SageMaker customer cases, this is more advanced because it combines managed distributed training, self-healing cluster operations, EFA networking, predictable GPU reservations, and MLOps observability for large point-cloud model pretraining; still an infrastructure acceleration case rather than a novel model architecture.