Dynamic routing
Right model for the task
Route each request toward the model or specialist best suited for the task instead of forcing one model to do everything.
PromanOS model intelligence
One model. Many intelligences working together.
PRO-1 is a hybrid AI model layer that orchestrates models, specializations and tools dynamically — so the user works with one interface instead of choosing a model for every task.
BetaHybrid orchestrationAPI
Built to route intelligence, not just prompts.
The user asks once. PRO-1 handles the decision about which intelligence, tool or specialization should solve the task.
Reasoning
Multiple strengths, one result
Combine different reasoning strengths and specializations behind one response surface.
Tools
Use tools when needed
Connect model intelligence with search, files, APIs and other PromanOS capabilities when the task requires action or external context.
Efficiency
Quality, latency and cost
Orchestration can balance response quality, speed and model cost instead of treating every request the same way.
How it works
One API → orchestration → one response
The orchestration layer sits between the request and the available intelligence. The exact internal path can vary by task while the user keeps one consistent interface.
01
Understand the taskIntent, constraints and expected output.02
Choose the routeModel, specialization or tool combination.03
ExecuteRun the selected reasoning and tools.04
Return one resultA unified answer through PRO-1.