gengenai

MISSION & VISION OF

GENGENAI

We tackle the data deficiency problem in
the AI industry by leveraging
our domain-specific generative
AIs to the fullest extent.

Why Data Matters?

"To achieve cutting-edge AI
performance in real-world
applications, such as autonomous
driving, the collection of vast
amounts of data is imperative."

To cope with various situations,
AI must be trained with an almost
infinite array of environments,
situations, and objects.

Generative AI
for Synthetic Data

Traditional AI Dev. Cycle

Real data collected entirely by
human resources

GenAI-based AI Dev. Cycle

Automatically generated domain-specific
synthetic data using our technology

Target Domain

· GENGEN AI delivers high-quality data and annotation generation solutions tailored for Vision AI.
· We go beyond traditional data collection by solving data scarcity through synthetic data generation, enabling AI models to learn from scenarios that are rare, difficult, or costly to capture in the real world.

Home Electronics

자율주행

방산

Surveillance

Source: AIHub

Products

GenGenData TM

· GenGenAI enables high-fidelity Sim2Real data generation across multiple sensors.
· Our platform supports both RGB simulators and IR simulators, allowing seamless development and validation of vision AI models in realistic environments.

Multi-Sensor Sim2Real Technology

Various scenario
(environments, situations, objects, etc.)
data can be generated

Driving scene generation
with weather control

Driving scene generation by
automatically determining
the location and size of
people, animals, signs, etc.

Multi-Sensor Video Generation

GenGenAI enables video generation across multiple sensors,
supporting both RGB and IR simulators.

Simultaneous generation of
raw images & labels

Multi-Sensor Capability

We support a wide range of sensors and can be extended to EO, IR, SAR,
LiDAR, and RADAR, enabling comprehensive multi-sensor data generation.

EO/IR

EO/LiDAR

MWIR
Aircraft, Ship and Tank Generation

EO/SAR

Satellite/Radar

MWIR
Shoot Down Situation Generation

GenGenVisionTM

·Create customized and cutting-edge vision AI solutions using synthetic data, and deliver them upon rigorous validation

Embedded Vision AI for precise 3D localization, orientation, and object classification.

Additional Results
: Defense Industry
Vision AI using Synthetic Data

Multi-Modal Detection AI using EO/IR and EO/SAR sensor fusion.

EO/IR
Vehicle Detection

EO/SAR
Ship
Detection

EO/IR
Drone Detection

Defense Industry Vision AI
with Our Synthetic Data

Traffic Sign Detection
Source-AIhub

Training Data	F-measure
Generated Only	99.8

드론

Training Data	mAP50
Real Only	61.5
Generated Only	68.5

위성

Training Data	mAP50
Real Only	60.0
Generated Only	67.2

GenGenStudio - On-Premise Sim2Real Platform

Coming 2026
GenGenStudio is an on-premise platform for AI data generation, combining Sim2Real conversion and generative world modeling to produce scalable training data.

· Module 1 — Simulation-to-Real Conversion
- · Convert existing 3D simulation results into photorealistic sensor data that can be directly used for AI training.
  - · 3D simulation → photorealistic data
  - · Ready for AI model training
  - · Supports EO / IR sensors
  - · On-premise deployment