Framework 04 · Any model
Quick tasks go to fast, low-cost models; hard ones go to the strongest. Choose Claude, ChatGPT, Gemini, Kimi or your own model per company, per department or per agent, or let the router decide.
In short
Model routing sends each task to the AI model that does it well at the lowest cost. Tasks are sorted into four tiers: Fast for short replies and classification, Standard for everyday drafting, Deep for analysis and multi-step work, and Max for the hardest reasoning, used sparingly. You can fix one model for the whole company, set one per department or agent, or let the router choose. Switching models never means rebuilding the agents.
Each step of a workflow is tagged by what it needs: speed, writing, analysis or deep reasoning.
Your choices apply first: a fixed model, a department setting, or data that must stay on your own model.
Fast, Standard, Deep or Max, based on the task and the rules.
The task runs on the chosen model; time, tokens and cost are logged against the agent.
Quality and cost are reviewed with the owner, and tasks move tier when it pays.
Deliverables
Who does what
The four tiers
Short replies, classification, routing.
Everyday drafting and follow-up.
Analysis, proposals, multi-step work.
The hardest reasoning, used sparingly.
Models change every few months. The tiers stay the same, so a new model can be tested and swapped in without changing your agents.
Claude, ChatGPT, Gemini and Kimi, and any model you host behind an OpenAI-compatible endpoint, in your private cloud or on your own servers.
Yes. You can fix one model for the whole company, or set one per department or per agent. The router is optional.
It should not. We test each task on your own examples before moving it to a cheaper tier, and keep hard or sensitive tasks on the strongest model.
Spend is tracked per model, per agent and per task, and shown in the monthly report.
Insights
Some data should never leave your environment. Here is when a private AI model makes sense, what the UAE hosting options are, and the trade-offs against public AI services.
Read report
AI agents answer, qualify, chase and report around the clock. Here is what they do well in UAE companies, where they need a human, and how to deploy one safely.
Read report
AI governance does not need a 50-page policy to start. These seven controls let a company run AI agents safely and show auditors, boards and regulators what happened.
Read reportWe test your own tasks across models and show quality and cost side by side.