Reason
Structured problem solving
Multi-step reasoning that leaves intermediate work available for inspection.


Each OUTAI model is assigned a clear purpose, training path, evaluation gate and deployment boundary.
Structured problem solving
Multi-step reasoning that leaves intermediate work available for inspection.
Software and tool use
Generation, review, debugging and tool calling across common stacks.
Documents and imagery
Multimodal understanding of images, scanned documents and video frames.
Speech in and out
Speech understanding and generation, with Gulf Arabic under active development.
General enterprise work
The general-purpose language model behind everyday enterprise tasks.
Domain adaptation
Health intelligence held behind controlled validation until evidence clears it.
Architecture, licensed base selection and training hypotheses.
Controlled access with explicit limitations and evidence collection.
Published capability envelope, evaluation record and operational controls.
Withdrawn releases remain traceable with migration guidance.