DEJAY ONE AI LAB

Our Lab

We develop and commercialize advanced AI solutions powered by world-class Vision AI and multimodal LLMs.

Contact Us Explore Our AI
VISION AI

2026 Global Leaderboard #1 · Vision AI

Our technology continuously tracks the same person across dense crowds and challenging capture conditions.
CrowdBoost, our proprietary Vision AI engine, achieved #1 rankings on both MOT17 and MOT20.

MOT17
Robust Pedestrian Tracking

Uninterrupted tracking has been proven across moving-camera, low-resolution, and low-light footage.

Moving-Camera Footage
Low-Resolution Footage
Low-Light Footage
MOT20
High-Density Crowd Tracking

Multi-object movement flows are tracked accurately in dense settings such as train stations, festivals, and stadiums.

Station CCTV
Festival CCTV
Stadium CCTV
01

Multi-Camera Tracking

Links movement data for the same person across different cameras into one continuous path. Tracks key entry points, cross-zone movement, and repeated routes.

Multi-Camera Tracking
02

3D Spatial Mapping

Aligns camera locations and fields of view with real-world 3D coordinates and synchronizes time data. Integrates existing CCTV feeds by floor and zone for a complete view of movement.

3D Spatial Mapping
03

Object Detection

Reliably detects pedestrians and objects in dense, complex footage. Precisely extracts location and movement data.

Object Detection
04

Movement Analytics

Analyzes entries, exits, average dwell time, pass-through rates, movement frequency, and congestion by time of day. Heatmaps and before-and-after comparisons make key operational metrics easy to understand.

Movement Analytics
05

Personal Data De-identification

De-identifies sensitive personal data, including faces, and analyzes only anonymized movement paths and usage patterns. Data scope, retention periods, and access controls can be configured to match internal policies and applicable laws. Insights are delivered through real-time dashboards and scheduled reports.

Personal Data De-identification
LLM · RAG

Advanced LLMs with Multimodal Reasoning

Up-to-date knowledge, multimodal analysis across text and images, and evidence-based reasoning enable accurate AI decisions—even in complex contexts.

Intelligent Vision AI × LLM Analysis
Fast, Accurate AI-Powered Review
01
Vision-Language Extraction

Precisely extracts the text and visual information required for analysis.

02
RAG-Based Regulatory Cross-Check

Retrieves and cross-checks evidence against continuously updated notices and regulations.

03
Contextual LLM Reasoning

Determines whether differently worded statements are equivalent in meaning.

04
Evidence Citation

Provides the supporting regulations and sources for reliable review.

05
Automated Update Pipeline

Automatically updates the database when notices or laws are revised.

06
Parallel Multi-Country Review

Cross-checks regulations across multiple countries in parallel.

07
Low-Latency Real-Time Inference

Processes high review volumes without delay for efficient large-scale review.

2026 #1 - MOT17 & MOT20 Leaderboards · Vision AI

DEJAY ONE

Transforming spaces into business growth.

VISION AI LLM VLM RAG Fine Tuning
Contact Us