Term
Proprietary Model (prəˈpraiəˌteri ˈmɒdəl)
Definition
A proprietary model is a type of artificial intelligence (AI) system that is owned and controlled by a specific company. These models are not open for public modification or scrutiny because the company keeps the technology details private to maintain a competitive edge.
Where you’ll find it
In the AI industry, proprietary models are embedded within the products or services offered by companies. They are typically part of specialized software applications, AI-driven platforms, or specific tools for certain tasks where keeping intellectual property confidential is crucial.
Common use cases
- Businesses use proprietary models to provide unique services that stand out from competitors.
- Companies implement these models to ensure security and exclusivity for their technological advancements.
- Organizations may choose proprietary models to create solutions specific to their operational needs.
Things to watch out for
- Vendor lock-in: Relying too much on a single provider can be risky if support or updates are discontinued.
- Limited customization: Unlike open-source models, proprietary models offer fewer opportunities for customization due to restricted access.
- Transparency: There is often a lack of transparency, making it difficult to understand how decisions are made within the model.
Related terms
- Intellectual Property
- Closed-Source Software
- AI Algorithms
- Competitive Advantage