Nuroute

NuRoute is an intelligent model routing system that decides which AI model should handle each request based on the task itself, not a static model name. Instead of hard-coding a single model or writing fallback rules, you send every request to NuRoute, and it classifies the task, scores candidate models, and picks the one that best balances quality, cost, latency, and your organization's policies. The result is up to 60% cheaper than always using a frontier model like Claude Sonnet, while retaining 95.7% of its accuracy on public benchmarks.

The system runs four engines on every request. First, Task Intelligence classifies what the request is about — extraction, summarization, Q&A, etc. Then the Prediction Engine estimates how each available model will perform on that specific task, based on real outcomes rather than static benchmarks. The Decision Engine weighs quality, cost, latency, token count, data residency, provider health, and your org-level policies to select the best model. Finally, the Learning Engine retrains on every execution outcome, so routing decisions get sharper as traffic grows. NuRoute also enforces governance rules like PII redaction (via Microsoft Presidio), data residency constraints, model allow/blocklists, and per-project budget guards — all evaluated before any provider is called.

NuRoute is built for engineering and AI teams that manage significant model spend and need to balance cost with quality and compliance. It's especially useful for organizations with diverse workloads — from banking KYC extraction to e-commerce support — where a single model can't be optimal for every task. The cloud plan charges cost plus 3.5% on your AI spend, with the first month free. Enterprise customers can self-host on their own infrastructure for full control.