The Matching
Engine
Not keyword filtering. Not resume parsing. A live, bidirectional neural matching system that understands intent, verifies skill, and synthesizes compatibility at a depth no human recruiter can reach.
98%
Match Accuracy
< 48h
Time to First Match
10M+
Data Signals Processed
3.2x
Faster Than Manual
Four Layers of
Signal Intelligence
Skill Extraction
Our NLP engine parses your profile, CV, and interview data to extract 200+ granular skill signals beyond keyword matching.
Intent Mapping
We cross-reference activity patterns, job preferences, and salary expectations to build a deep intent profile.
Bidirectional Alignment
Candidate signals are matched against employer intent vectors using cosine similarity across all dimensions simultaneously.
Live Score Refinement
Every interaction feeds back into the engine to sharpen future matches in real time.
Core Infrastructure
Neural Matching Core
Proprietary transformer architecture trained on 50M+ hiring outcomes.
Graph Relationship Engine
Understands team dynamics, culture fit, and org-level compatibility.
Real-Time Signals
Matches update every 15 minutes as new talent and roles enter the system.
Explainable Scores
Every match score includes a breakdown of exactly why it was generated.