Company Overview

From Automation to Autonomy

From Automation
to Autonomy

AI first enterprise transition with agentic AI

Mission

To enhance human productivity by transforming knowledge work into autonomous workflows powered by Agentic AI

Vision

To build enterprise superintelligence, where every workflow, from business to R&D and industrial operations, runs on self-evolving agentic AI that continuously accumulates knowledge and improves itself

Client Stories

2025

DeepAutoAgent

Eagle Rock Properties

Eagle Rock Properties is a vertically integrated real estate investment and management platform with expertise
in investment management, property operations, and construction oversight. The firm concentrates on rental
apartment communities across the Northeast and Mid-Atlantic United States, where demand fundamentals remain strong. Led by an executive team with over 30 years of multifamily ownership and operating experience, Eagle Rock has established itself as a market leader. The platform is committed to creating long-term value through disciplined asset management, strategic capital improvements, and the delivery of high-quality living environments in prime locations near major employment and lifestyle hubs including New York City, New Haven, Baltimore, Washington, D.C., and Philadelphia.

Eagle Rock Properties is a vertically integrated real estate investment and management platform with expertise in investment management, property operations, and construction oversight. The firm concentrates on rental apartment communities across the Northeast and Mid-Atlantic United States, where demand fundamentals remain strong. Led by an executive team with over 30 years of multifamily ownership and operating experience, Eagle Rock has established itself as a market leader. The platform is committed to creating long-term value through disciplined asset management, strategic capital improvements, and the delivery of high-quality living environments in prime locations near major employment and lifestyle hubs including New York City, New Haven, Baltimore, Washington, D.C., and Philadelphia.

Business Needs

Data-to-Insight at scale

Data-to-Insight at scale

Need to retrieve, process and transform vast property data to produce actionable insights.

De-bottleneck Complex work

De-bottleneck Complex work

Overcome capacity limits from high-cognitive, complex workloads that create human bottlenecks.

Overcome capacity limits from high-cognitive, complex workloads
that create human bottlenecks

Resilient Portfolio operations & Real-time Control

Resilient Portfolio operations & Real-time Control

Need to ensure resilient portfolio management and real-time environmental/operational controls amid rapidly changing global economic and geopolitical conditions.

Need to ensure resilient portfolio management and real-time environmental/operational controls amid rapidly changing global
economic and geopolitical conditions

Solution

End-to-end AI automation

End-to-end AI automation

From deal sourcing through portfolio, asset, and investment management, unifying data, decisions,
and execution.

From deal sourcing through portfolio, asset, and investment management, unifying data, decisions, and execution

Agentic Workflow Orchestration

Agentic Workflow Orchestration

That reduces operators' time and headcount costs
across complex, multi-step processes.

That reduces operators' time and headcount costs across complex, multi-step processes.

Automated insight generation

Automated insight generation

(retrieval, analysis, and decision-ready reporting)
delivered in real-time.

(retrieval, analysis, and decision-ready reporting) delivered in real-time.

Expected Results

Faster Decisions

Faster Decisions

Shorter deal screening, diligence, and portfolio cycles; accelerated time-to-insight.

Lower operating cost

Lower operating cost

Fewer manual touch-points and reduced headcount overhead in complex workflows.

Higher throughput & coverage

Higher throughput & coverage

Analyze far larger document sets without linear team scaling.

Better quality & consistency

Better quality & consistency

Standardized workflows reduce variance and
increase auditability.

Standardized workflows reduce variance andincrease auditability.

Resilient portfolio operations

Resilient portfolio operations

Real-time monitoring and controls support stability
in volatile markets.

Real-time monitoring and controls support stability in volatile markets.

DeepAutoAgent

LG Science Park

LG Science Park is LG Group’s global R&D hub, bringing together expertise in electronics, AI, biotechnology,
and advanced materials to drive collaboration and next-generation innovation.

LG Science Park is LG Group’s global R&D hub, bringing together expertise in electronics, AI, biotechnology, and advanced materials to drive collaboration and next-generation innovation.

Business Needs

Deal Sourcing Intelligence

Deal Sourcing Intelligence

Need to strengthen deal sourcing by discovering collaboration opportunities through market-analysis driven signals.

Technology-Led Evaluation System

Technology-Led Evaluation System

Identify credible partners and enable confident, data driven decisions through a technology-first evaluation framework.

Intent-Accurate AI (Beyond General Models)

Intent-Accurate AI (Beyond General Models)

Capture user intent precisely with domain-specific workflows, overcoming the limitations of general models.

Solution

AI Agent–Based Orchestration

AI Agent–Based Orchestration

Integrates complex operational workflows, allowing operators to focus on high-judgment, strategic decisions.

Automated & Advanced Deal Sourcing Process

Automated & Advanced Deal Sourcing Process

Automates and elevates the sourcing process to shorten partner-discovery time and improve precision.

HITL Validation & Control

HITL Validation & Control

Human-in-the-loop checkpoints allow targeted intervention and correction to ensure accuracy, reliability, and governance.

Expected Results

Faster cycles

Faster cycles

Deal sourcing, screening, and diligence move quicker with automated discovery and long-context processing, shortening time-to-insight.

Higher accuracy & trust

Higher accuracy & trust

HITL validation and standardized workflows improve precision, reduce errors, and increase auditability.

Lower operating cost

Lower operating cost

Agentic orchestration cuts manual touchpoints and headcount overhead across multifaceted processes.

Greater throughput & coverage

Greater throughput & coverage

Analyze far larger document sets and opportunities without linear team scaling.

Better partner selection

Better partner selection

Technology-led evaluation surfaces credible partners and supports confident, data-driven decisions.

DeepAutoSpace

Config.Inc

Business Needs

부족한 학습 및 서빙 인프라

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

학습 및 서빙 비용을 줄일 것으로 예상됨

2024

ScaleServe

LG Electronics

LG Electronics is a global leader in consumer electronics, home appliances, and mobile communications.
The Exaone model is part of their growing portfolio in AI-powered technologies and robotics. Exaone refers to a robotic system or AI assistant designed to work within smart home or business environments, potentially integrating with other LG smart products. These products enhance convenience, efficiency, comfort, and environmental sustainability for consumers.

LG Electronics is a global leader in consumer electronics, home appliances, and mobile communications. The Exaone model is part of their growing portfolio in AI-powered technologies and robotics. Exaone refers to a robotic system or AI assistant designed to work within smart home or business environments, potentially integrating with other LG smart products. These products enhance convenience, efficiency, comfort, and environmental sustainability for consumers.

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

학습 및 서빙 비용을 줄일 것으로 예상됨

ScaleServe

VMonster

VMonster is a company working on AI-powered conversational tools, specifically chatbots and natural language
processing solutions. Their products focus on enterprise-grade AI for automating tasks, improving customer service,
and enhancing communication via advanced conversational AI technology.

VMonster is a company working on AI-powered conversational tools, specifically chatbots and natural language processing solutions. Their products focus on enterprise-grade AI for automating tasks, improving customer service, and enhancing communication via advanced conversational AI technology.

Business Needs

부족한 학습 및 서빙 인프라

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

비용 효율적인 워크 스페이스 및 모델 서빙

Expected Results

학습 및 서빙 비용을 줄일 것으로 예상됨

학습 및 서빙 비용을 줄일 것으로 예상됨

2023

GenAIOps for text-2-image

Cheil

Cheil Worldwide is not just a traditional advertising agency; it has embraced the power of AI and digital innovation to enhance its marketing and advertising solutions. As a global leader in creative marketing, Cheil has been incorporating AI-driven technologies into its strategies, leveraging them for better targeting, personalized experiences, and predictive analytics.

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

Model Compression

StradVision

StradVision specializes in computer vision and autonomous driving solutions. They focus on developing vision-based software for autonomous vehicles, providing AI-driven perception solutions that enable cars to "see" and understand their surroundings. The company's core product is a vision AI software platform that processes camera data and helps self-driving vehicles navigate safely in real-world environments.

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

학습 및 서빙 비용을 줄일 것으로 예상됨

Client Stories

2025

DeepAutoAgent

Eagle Rock Properties

Eagle Rock Properties is a vertically integrated real estate investment and management platform with expertise in investment management, property operations, and construction oversight.
The firm concentrates on rental apartment communities across the Northeast and Mid-Atlantic United States, where demand fundamentals remain strong. Led by an executive team with over 30 years of multifamily ownership and operating experience, Eagle Rock has established itself as a market leader. The platform is committed to creating long-term value through disciplined asset management, strategic capital improvements, and the delivery of high-quality living environments in prime locations near major employment and lifestyle hubs including New York City, New Haven, Baltimore, Washington, D.C., and Philadelphia.

Business Needs

Data-to-Insight at scale

Need to retrieve, process and transform vast property data to produce actionable insights.

De-bottleneck Complex work

Overcome capacity limits from high-cognitive, complex workloads that create human bottlenecks.

Resilient Portfolio operations & Real-time Control

Need to ensure resilient portfolio management and real-time environmental/operational controls amid rapidly changing global economic and geopolitical conditions.

Solution

End-to-end AI automation

From deal sourcing through portfolio, asset, and investment management, unifying data, decisions, and execution.

Agentic Workflow Orchestration

That reduces operators' time and headcount costs across complex, multi-step processes.

Automated insight generation

(retrieval, analysis, and decision-ready reporting) delivered in real-time.

Expected Results

Faster Decisions

Shorter deal screening, diligence, and portfolio cycles; accelerated time-to-insight.

Lower operating cost

Fewer manual touch-points and reduced headcount overhead in complex workflows.

Higher throughput & coverage

Analyze far larger document sets without linear team scaling.

Better quality & consistency

Standardized workflows reduce variance and increase auditability.

Resilient portfolio operations

Real-time monitoring and controls support stability in volatile markets.

DeepAutoAgent

LG Science Park

LG Science Park is LG Group’s global R&D hub, bringing together expertise in electronics, AI, biotechnology, and advanced materials to drive collaboration and next-generation innovation.

Business Needs

Deal Sourcing Intelligence

Need to strengthen deal sourcing by discovering collaboration opportunities through market-analysis driven signals.

Technology-Led Evaluation System

Identify credible partners and enable confident, data driven decisions through a technology-first evaluation framework.

Intent-Accurate AI (Beyond General Models)

Capture user intent precisely with domain-specific workflows, overcoming the limitations of general models.

Solution

AI Agent–Based Orchestration

Integrates complex operational workflows, allowing operators to focus on high-judgment, strategic decisions.

Automated & Advanced Deal Sourcing Process

Automates and elevates the sourcing process to shorten partner-discovery time and improve precision.

HITL Validation & Control

Human-in-the-loop checkpoints allow targeted intervention and correction to ensure accuracy, reliability, and governance.

Expected Results

Faster cycles

Deal sourcing, screening, and diligence move quicker with automated discovery and long-context processing, shortening time-to-insight.

Higher accuracy & trust

HITL validation and standardized workflows improve precision, reduce errors, and increase auditability.

Lower operating cost

Agentic orchestration cuts manual touchpoints and headcount overhead across multifaceted processes.

Greater throughput & coverage

Analyze far larger document sets and opportunities without linear team scaling.

Better partner selection

Technology-led evaluation surfaces credible partners and supports confident, data-driven decisions.

DeepAutoSpace

Config.Inc

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

2024

ScaleServe

LG Electronics

LG Electronics is a global leader in consumer electronics, home appliances, and mobile communications. The Exaone model is part of their growing portfolio in AI-powered technologies and robotics. Exaone refers to a robotic system or AI assistant designed to work within smart home or business environments, potentially integrating with other LG smart products. These products enhance convenience, efficiency, comfort, and environmental sustainability for consumers.

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

ScaleServe

VMonster

VMonster is a company working on
AI-powered conversational tools, specifically chatbots and natural language
processing solutions. Their products focus on enterprise-grade AI for automating tasks, improving customer service,
and enhancing communication via advanced conversational AI technology

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

Expected Results

학습 및 서빙 비용을 줄일 것으로 예상됨

2023

GenAIOps for text-2-image

Cheil

Cheil Worldwide is not just a traditional advertising agency; it has embraced the power of AI and digital innovation to enhance its marketing and advertising solutions. As a global leader in creative marketing, Cheil has been incorporating AI-driven technologies into its strategies, leveraging them for better targeting, personalized experiences, and predictive analytics.

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

Model Compression

StradVision

StradVision specializes in computer
vision and autonomous driving solutions. They focus on developing vision-based
software for autonomous vehicles, providing AI-driven perception solutions that enable cars to "see" and understand
their surroundings. The company's core product is a vision AI software platform that processes camera data and helps
self-driving vehicles navigate safely in
real-world environments.

Business Needs

부족한 학습 및 서빙 인프라

Solution

비용 효율적인 워크 스페이스 및 모델 서빙

Results

학습 및 서빙 비용을 줄일 것으로 예상됨

People

Sung Ju Hwang

CEO

Co-Founder

Ph.D. in Computer Science, UT Austin
Endowed Chair Professor, KAIST

Ph.D. in Computer Science, UT Austin
Endowed Chair Professor, KAIST

Wonyong Jeong

CTO

Co-Founder

Ph.D. in AI, KAIST
ML Platform Lead, AITRICS

Ph.D. in AI, KAIST
ML Platform Lead, AITRICS

Jason Shim

CSO

BS in Computer Science & Economics,
Seoul National University

BS in Computer Science & Economics,
Seoul National University

Jawook Heo

CPO

Ph.D. in Computer Science, KAIST
BA in Psychology, UT Austin
SAIT, Samsung Electronics

Ph.D. in Computer Science, KAIST
BA in Psychology, UT Austin
SAIT, Samsung Electronics

Andy Strott

COO

MBA,Columbia Business School

MBA at Columbia

Business School

Hyungy Hong

Legal Advisor

J.D. (Juris Doctor equivalent),
School of Law, SKKU

B.S in Computer Science,
Seoul National University

J.D. (Juris Doctor equivalent),
School of Law, SKKU
B.S in Computer Science,
Seoul National University

Michael J. Portegello

Michael J.Portegello

Advisor

MBA in Management, Stern
School of Business NYU

MBA in Management, Stern
School of Business NYU

Don Chang

Advisor

Ph.D. in Business Professor, Graduate School of AI, KAIST

Ph.D. in Business
Professor, Graduate School
of AI, KAIST

BumSik Kim

Software Engineer

Lead

BS in Computer Engineering,
Stony Brook

BS in Computer Engineering
Stony Brook

Sungmin Choo

Software Engineer

BS in Computer Science, SSKU

BS in Computer Science SSKU

HeeYun Yang

Product Designer

BFA in Design, SVA

BFA in Design, SVA

Patara Trirat

AI Researcher

Ph.D. in Computer Science,  KAIST

Ph.D. in Computer Science,  KAIST

HeeJun Lee

AI Engineer

Ph.D Candidate in Computer Science,  KAIST

Ph.D Candidate in Computer Science,  KAIST

Geon Park

AI Engineer

Ph.D Candidate in Computer Science,  KAIST

Ph.D Candidate in Computer Science,  KAIST

JiSung Ha

AI Engineer

MS in AI, HanYang University

MS in AI, HanYang University

Hannah Park

Operation Manager

Manager, AITRICS

Manager, AITRICS

Our Partners

D2 Startup Factory

SpringCamp

LG Electronics

CONFIG

STRADVISION

MEGAZONE Cloud

Our Partners

D2 Startup Factory

SpringCamp

LG Electronics

CONFIG

STRADVISION

MEGAZONE Cloud

History

2024

January

January

Exhibited at CES 2024

Jun

Jun

Exhibited at CVPR 2024

2023

January

January

Stradvision Project

May

May

Seed Fund (SpringCamp)

August

August

Cheil Project

October

October

DeepTech TIPS grant

2022

December

December

Est.DeepAuto.ai

Est.DeepAuto.ai

Offices

South Korea

Naver D2 Startup Campus,
18th FL, Secho-Daero 74-gil 14,
Seocho-gu, Seoul, 06620 South Korea 🇰🇷

Naver D2 Startup Campus, 18th FL,
Secho Daero 74-gil 14,

Seocho-gu, Seoul, 06620 South Korea 🇰🇷

USA

8 The Green 14844 Dover DE 19901, USA 🇺🇸

People

Sung Ju Hwang

CEO

Co-Founder

Ph.D. in Computer Science, UT Austin
Endowed Chair Professor, KAIST

Wonyong Jeong

CTO

Co-Founder

Ph.D. in AI, KAIST
ML Platform Lead, AITRICS

Jason Shim

CSO

BS in Computer Science & Economics,
Seoul National University

Jawook Heo

CPO

Ph.D. in Computer Science, KAIST
BA in Psychology, UT Austin
SAIT, Samsung Electronics

Andy Strott

COO

MBA at Columbia

Business School

Hyungy Hong

Legal Advisor

J.D. (Juris Doctor equivalent),
School of Law, SKKU
B.S in Computer Science,
Seoul National University

Michael J.Portegello

Advisor

MBA in Management, Stern
School of Business NYU

Don Chang

Advisor

Ph.D. in Business
Professor, Graduate School
of AI, KAIST

BumSik Kim

Software Engineer

Lead

BS in Computer Engineering
Stony Brook

Sungmin Choo

Software Engineer

BS in Computer Science SSKU

HeeYun Yang

Product Designer

BFA in Design, SVA

Patara Trirat

AI Researcher

Ph.D. in Computer Science,  KAIST

HeeJun Lee

AI Engineer

Ph.D Candidate in Computer Science,  KAIST

Geon Park

AI Engineer

Ph.D Candidate in Computer Science,  KAIST

JiSung Ha

AI Engineer

MS in AI, HanYang University

Hannah Park

Operation Manager

Manager, AITRICS