Automating efficient deployment of artificial intelligence models
US12360753B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 17, 2024 |
| Grant date | Jul 15, 2025 |
| Priority date | — |
| Expiry date | Sep 17, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/20
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system facilitates a process for automatically deploying artificial intelligence (AI) models. The system receives, for a first artificial intelligence (AI) model used by an entity, a first request to deploy the first AI model to make the first AI model available for use in a production environment to process input data and generate corresponding outputs. A first model deployment location for the first model is selected based on a model deployment engine. The system generates scripts to deploy the first AI model to the selected location, then monitors operations parameters associated with the deployment of the first AI model. Based on the values of the operations parameters, the system updates the model deployment engine. In response to a second request to deploy a second AI model, the system uses the updated model deployment engine to select a second model deployment location for the second model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.