Multiple providers
Evaluate different hosted models against the same application task.
RESEARCH DIRECTION
Model Interoperability
A model-flexible application layer, without false availability claims.
The direction is to keep product workflows stable while models and providers change. Compatibility depends on the real provider interface and must be verified rather than assumed.
MODEL INTEROPERABILITYRESEARCH DIRECTION
PROVIDERSProvider AProvider BCompatible APIFuture private inference
OLATECHLAB ROUTING LAYERSelect + adapt
- Capability
- Policy
- Task fit
SYSTEMSProductsAgentsWorkflows
Provider abstractionStable application contract
Technical direction
What this area means.
Maturity is stated above. Research and planned work are not presented as publicly available platform features.
Routing
Choose models using explicit capability, reliability and cost constraints.
Compatible interfaces
Support OpenAI-compatible and, where appropriate, Anthropic-compatible request patterns after verification.
Provider abstraction
Keep domain logic outside provider-specific transport code.
Model selection
Use measured task fit rather than a single global default.
Future inference
Leave room for self-hosted or private inference when it becomes operationally justified.
Boundary
Research direction, not a product availability claim.
No credentials, private infrastructure addresses, routing configuration or operational secrets are exposed here.
Related architecture