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IntentiAI
AI agents that understand intent. route intelligently. save 70%.·intentiai.com
IntentiAI is an intent classification engine for AI agents. It classifies user queries by intent and difficulty in under 20ms, then routes each query to the optimal LLM model, reducing costs by up to 70% while improving response accuracy. It also detects and blocks out-of-scope or off-topic queries before they reach a model.
What it's for
Reducing LLM API costs by routing queries to the cheapest suitable modelClassifying user queries by intent and difficulty before sending to an LLMRouting simple queries to fast/cheap models and complex queries to powerful modelsBlocking out-of-scope, spam, or off-topic queries before they reach an LLM (guardrails)Adding intent classification and smart routing to an app via API or embeddable chat widgetEstimating cost savings from intent-based routing
Features 15
- 64MB model size (4x compression)
- 70% average LLM cost reduction
- 77 fine-grained intent classes
- Auto-generated training data for custom intent classifiers
- Built-in guardrails blocking junk/spam/off-topic queries
- Cost savings calculator based on real model pricing
- Custom intent class definition with industry templates
- Difficulty assessment (easy/medium/hard) for each query
- Embeddable chat widget
- Intent classification with 91% F1 accuracy on BANKING77 benchmark
- Intent-aware LLM routing across GPT-4, Claude, Gemini, Mistral, Llama, Cohere
- One-line API integration (npm install)
- Out-of-scope detection with 94% recall
- Research-backed classifier (arXiv paper) reaching 96% of SOTA accuracy with 5x faster inference
- Sub-20ms classification latency on CPU
Pricing
Only a free tier is available; paid plan pricing is not publicly listed, though the platform appears to offer additional tiers beyond the free option.
FreeFree
Free tier available — no credit card required.