Approach · Model independence
The operation should outlast the model selected today.
Matar’s architecture is designed to avoid unnecessary dependence on one model provider. This is an architectural objective, not a guarantee that every provider can be swapped instantly or is already integrated.
Durable operating layer
Objectives, workflow definitions, authority, approvals, evidence, exceptions, measurements, and accountable ownership.
Replaceable execution layer
Models, APIs, conventional automation, and customer infrastructure selected for a bounded responsibility.
Independent control layer
Human approval and intervention remain defined by the operation rather than by the selected model provider.
Selection criteria
Choose the provider for the responsibility.
- Task capability and quality
- Operating cost
- Latency and availability
- Privacy and data handling requirements
- Deployment environment
- Tool and modality support
- Customer constraints
- Observed production performance