User experience
Build chat, coding and product workflows around how users actually work.
Sorot serviceAI product engineering
Complete AI applications with the systems needed to operate them.
01 / Approach
A usable AI product needs more than a model endpoint: it needs interfaces, accounts, limits, APIs and administration.
Complete AI applications with the systems needed to operate them.
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.
Streaming & APIs
Deliver model output progressively and expose controlled developer access.
Accounts & limits
Connect plans, token limits, keys and permissions to the product.
Operations
Include administration, abuse controls and maintainable backend systems.
Define the development work.
Create a clear brief for the product, current stage, required systems and target workflow.