# Mira: The First End-to-End AI Recruiter

Canonical: https://metix.ai/research/mira-end-to-end-ai-recruiter

System report on how Mira is designed from the ground up — five specialized sub-agents (ICP, Search, Match, Engage, and a cross-cutting Evaluation agent), a unified talent graph of 860M+ publicly sourced profiles, and two in-house fine-tuned models; the recruiting-native embedding model lifted the primary business metric over 40% and cut operational cost per qualified, interested candidate more than 90% versus a general-purpose baseline.
A recruiting-native embedding model lifted our primary business metric over 40% and cut operational cost per qualified, interested candidate more than 90% versus a general-purpose baseline.
## FAQ

**What is Mira?**

Mira is the AI recruiter built by Metix AI: a multi-agent pipeline of five specialized sub-agents that turns hiring intent into scheduled interviews. It searches a talent graph of over one billion publicly sourced profiles, evaluates fit, engages candidates, and returns only the ones who are interested, with their latest resumes and available interview slots.

**What data does Mira run on?**

A unified talent graph covering over one billion professional profiles, continuously refreshed, where each record combines career history, skills, projects, publications and public professional signals into one picture of a person.

**What did the fine-tuned embedding model change?**

The recruiting-native embedding model lifted the primary business metric over 40% and cut the operational cost per qualified, interested candidate by more than 90% compared with a general-purpose baseline.