IntentiAI is unclaimed —

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

At a glance

free tierAPI

TypeWeb app

DeploymentCloud

PlatformsWeb

Fordevelopers

CompanyIntentiAI

Integrations

LlamaMistralCohereGPT-4ClaudeGemini

Resources

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.