What Quantum AI does

Quantum AI (퀀텀에이아이) is a Seoul-based, venture-backed Korean AI software company founded in September 2020 that specializes in AI-powered assetization of unstructured financial data. The company's core proprietary asset is Data2Vec, a self-developed neural network architecture for multi-modal predictions, layered with in-house Korean language models that allow it to process Korean-language documents, call-center conversations, and contextual market information with domain specialization for financial services. Its three commercial product lines are Conversational AI (the SOONi AICC platform, Q-Bot/voice bot, subscription AICC), Document AI (QIDP, QIIP, Digital Claimi, MedicalAI for loan, insurance, and compliance document automation), and Contextual AI (DAILY market report summarization, customized AI services), with qeepi serving as the cross-cutting unstructured data assetization platform. It is preparing to commercially launch QuantumQuant (퀀텀퀀트) in 2026, a high-dimensional vector compression technology targeting the AI inference market.

The company sells primarily through enterprise field sales into Korean banks, securities firms, and insurance carriers, including named reference deployments at KB Kookmin Bank/KB Card/KB Securities, IBK Industrial Bank, NH Bank, Woori Bank, Suhyup Bank, Busan Bank, Lotte Insurance, DB Insurance, Hanwha General Insurance, MG Insurance, and Heungkuk Life, alongside retail client E-mart and telecom SKT. Channel and integration partnerships include IBM (watsonx Korean partner), SKT (Bot Solution Partner), Seoul Fintech Lab, and the IBK 1st Lab innovation program. Pricing is not publicly disclosed but is structured around enterprise contracts with a subscription/recurring component, evidenced by the subscription AICC offering.

Quantum AI has raised approximately 10 billion KRW (~$7.5M) cumulatively across six disclosed rounds from 2020 to 2025, with strategic investors including the Seoul Business Agency (SBA) and program funding from Korea's TIPS (Scale-up TIPS in 2025). The company is led by founder and CEO Choi Seong-jip, with CFO Kwak Young-hoon and CSO Cho Young-min rounding out the C-suite, and has formally announced an IPO target of 2027 alongside share issuance activity in 2025. The company has earned five consecutive Korea Excellent Patent Awards (2021–2025) and has been recognized on the 2025 Asia-Pacific High-Growth 100 list and multiple Korea Industry Awards.

Name

Quantum AI

Legal name

주식회사 퀀텀에이아이

Website

https://quantum-ai.ai

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Ownership category

akta.pro rank

Product category

Enterprise AI Software for Financial Services

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

Keywords

• AI data platform
• Unstructured data processing
• Conversational AI solutions
• Document AI automation
• Financial services AI

Headquarters

HQ city

Seoul

HQ country

South Korea

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations

Revenue model

1. AI Solutions and Platforms: Revenue from AI-powered assetization of unstructured financial data, including digital claims platforms and AI customer center solutions

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Quantum AI develops and sells AI software platforms that convert unstructured financial, insurance, and public-sector data into usable digital assets. Its offerings span Conversational AI (AICC solutions such as SOONi and Q-Bot for call center automation), Document AI (QIDP, QIIP, QIVP, and Digital Claimi for document digitization and claims processing), and Contextual AI (Daily Market Report summarization and customized AI services), all built on its proprietary Data2Vec multi-modal neural network and self-developed Korean language models.

Product overview

Quantum AI (퀀텀에이아이) is a Korean AI company offering a unified platform of AI services for the financial industry, insurance, and public sectors. The core platform consists of proprietary AI engine Data2Vec for multimodal predictions, supported by three main product lines: Conversational AI (including SOONi AICC, Q-Bot/voiceBot, and subscription-based AICC), Document AI (QIDP, QIIP, Digital claimi, MedicalAI), and Contextual AI (DAILY market report summarization, customized AI services). Add-on modules like qeepi (unstructured data assetization platform) and the recently announced QuantumQuant (ultra-compression technology) extend the platform's capabilities for financial data processing and AI inference optimization.

Differentiator

Problem solved

Functional benefit

Brands

• SOONi: Proprietary AICC (Artificial Intelligence Contact Center) platform for call center automation, conversational AI, and customer service. Launched officially in 2025.
• qeepi
• Digital Claimi

Products and services

• SOONi
• qeepi
• Digital claimi
• Medical AI (메디컬AI)
• QIDP (Quantum Intelligent Document Processing)
• QIIP (Quantum Intelligent Information Processing)
• QIVP (Quantum Intelligent Vision Processing)
• QuantumQuant (퀀텀퀀트)

Quantifiable outcome

• Revenue growth trend with expected 2.5 billion KRW by Q3 2023
• +1 more outcomes

Named customers14 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature7 records

Partnerships

Four partnerships are on record, tiered core.

• IBMcoreTechnology or IntegrationIBM Business Partner and IBM watsonx Korean partner, enabling deployment and integration of IBM's enterprise AI platform with Quantum AI's proprietary Korean language models.
• SKTcoreTechnology or IntegrationSKT Bot Solution Partner, collaborating on chatbot development and AI solutions for Korean telecommunications sector.
• Seoul Fintech Lab (서울 핀테크랩)coreStrategic or Co-development PartnerSelected as resident company at Seoul Fintech Lab for fintech innovation and development.
• IBK기업은행coreChannel Partner/ Reseller/ DistributorStrategic partnership for non-structured data assetization construction and participation in IBK 1st Lab 5th batch innovation program.

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• NHN: Korean technology group providing cloud, AI and enterprise platforms including financial-services solutions. Broad incumbent with overlapping capabilities in document processing and contact center AI.
• Naver Cloud: Operator of Naver's HyperClova LLM and enterprise cloud platform. Broad incumbent offering overlapping AI services across document, conversational and search for Korean enterprises including financial services.
• SK C&C: Large Korean IT services and systems integrator with AI/automation capabilities for financial and public-sector clients. Competes for similar enterprise digital transformation budgets.
• LGCNS: Korean IT services arm of LG Group serving banks, insurers and public agencies with AI/digital transformation projects. Comparable as a scaled systems integrator targeting the same enterprise customers.
• LG AI Research: Developer of the Exaone family of Korean LLMs and enterprise AI solutions under LG Group. A broad incumbent Korean-language AI player with stronger funding and brand.
• Kakao Enterprise: Korean enterprise AI arm providing chatbots, contact center AI and LLM services. Overlaps with Quantum AI's AICC and conversational AI offerings but across a much broader enterprise portfolio.

Direct peers

• Upstage: Korean AI company specializing in document AI, OCR and LLMs (Solar). Directly competes with Quantum AI in Korean enterprise document processing and NLP, serving financial and public-sector customers.
• Saltlux: Korean AI/NLP and knowledge management company serving enterprise and government clients. Comparable as a Korean-language enterprise AI vendor with overlapping document AI and intelligent search offerings.
• Selvas AI: Korean AI company with voice recognition, conversational AI and medical AI products. Comparable in conversational AI / AICC offerings competing for similar call-center and healthcare customers.

Emerging players

• Wrtn Technologies: Emerging Korean generative AI startup offering consumer and enterprise AI products. Adjacent emerging player in Korean LLM market that could compete for enterprise AI mindshare.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Facebookfacebook.com/qtumai

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds6 records

Investors11 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Quantum AI