Model Serving & Economics
Hosted model
A model run by a provider so customers can access it without managing the infrastructure.
Example
A vendor runs the model infrastructure and customers access it through an API.
Why it matters
It reduces the equipment and maintenance a team needs to offer AI features.
You'll hear it
“We'll use the provider's service while our team builds the app.”
Can you control it?
Sometimes
Sometimes. Some products or workflows let you influence a hosted model, while others keep it fixed or manage it automatically. Check the settings and documentation for the tool you are using.
Common questions
- Can I use it without an internet connection?
- Generally no. Your device needs a connection to reach the provider's service.
- Do I own the model when I subscribe?
- Usually you buy access, not ownership. Your agreement describes what you can do with the service.
- Can I move to another provider easily?
- It depends. Different services may require changes to your application, instructions and quality checks.