INTELLIGENCE ROUTING
LeadMine AI
Dynamic LLM routing for high-volume data enrichment.
The Constraint
Processing tens of thousands of leads daily through top-tier LLMs like GPT-4 becomes cost-prohibitive immediately. Not every piece of data requires frontier-model reasoning.
The Solution
We built an intelligent routing layer. Simple classification tasks are sent to Groq (Llama 3) for microsecond responses. Complex extraction goes to Gemini. Sensitive on-premise tasks are routed to local Ollama instances.
Model Architecture
Groq LPU
High-speed token generation for basic categorizations.
Google Gemini
Deep reasoning and unstructured data extraction.
Local Ollama
Private, air-gapped processing for sensitive PII.