🔬 IntentScope

Intent-driven adaptive scoping for LLM APIs.

IntentScope is a smart API gateway that sits between your application and LLM providers. It automatically analyzes every prompt, routes it to the right model, and enforces token budgets — all with full observability.

Why IntentScope?

Without IntentScope, every request hits the same model at the same cost. With IntentScope:

• 🧠 Intent Analysis — every prompt is classified before forwarding (QA, code gen, creative, etc.)
• 🚦 Smart Routing — light tasks go to fast cheap models; complex tasks get powerful ones automatically
• 💰 Budget Enforcement — hard token caps per API key, no surprise bills
• 🔑 Virtual Keys — create, rotate, and revoke keys without touching your LLM provider credentials
• 📊 Full Observability — dashboard with token usage, latency, intent breakdown, and request logs

Quick Navigation

How It Works

Your App  →  Virtual API Key  →  IntentScope Gateway
                                        │
                              ┌─────────▼──────────┐
                              │   Intent Analysis   │
                              │  (classify prompt)  │
                              └─────────┬──────────┘
                                        │
                              ┌─────────▼──────────┐
                              │   Budget Check      │
                              │  (token limits)     │
                              └─────────┬──────────┘
                                        │
                              ┌─────────▼──────────┐
                              │   Model Router      │
                              │  Groq / Mistral /   │
                              │  Ollama             │
                              └────────────────────┘

Every request through IntentScope is logged, analyzed, and observable — giving you complete control over your LLM usage.