No single model excels at everything. The winning architecture routes tasks to optimal models—Claude for analysis, GPT-4o for speed, Gemini for multimodal, open models for cost.
The Pattern
Build the routing intelligence that selects optimal models per task.
How It Works
Develop task classification and model matching algorithms
Optimize for cost, latency, and quality per request
Routing can reduce inference costs 60-80% by matching task complexity to model capability. A simple query doesn’t need frontier reasoning capabilities. Routing captures margin by optimizing this match.
Strategic Implication
Build model-agnostic. The router is the new moat. Single-model architectures are a dead end.
Gennaro is the creator of FourWeekMBA, which reached about four million business people, comprising C-level executives, investors, analysts, product managers, and aspiring digital entrepreneurs in 2022 alone | He is also Director of Sales for a high-tech scaleup in the AI Industry | In 2012, Gennaro earned an International MBA with emphasis on Corporate Finance and Business Strategy.
