Family architecture
Define clear model families and variants rather than an unclear list of unrelated models.
Sorot serviceAI model development
Model families, specialized variants and product-ready inference workflows.
01 / Approach
AI models should be developed around the work they need to perform and the products that will use them.
Model families, specialized variants and product-ready inference workflows.
Sorot connects this work to the surrounding product, interface, backend and infrastructure instead of treating it as an isolated technical task.
02 / Work areas
What the service covers.
The exact scope depends on the product, but these areas form the core of the service.
Specialization
Shape coding, professional and smaller profiles around distinct usage needs.
Inference integration
Connect model serving and streaming to the product experience.
Evaluation in context
Assess the model through the actual workflow it needs to support.
Define the development work.
Create a clear brief for the product, current stage, required systems and target workflow.