S2W : AI-powered Data Operations

AI-Powered
Data Operations

S2W empowers organizations and enterprises to achieve their goals efficiently through AI-driven, user-centric data operation platf

About S2W

Technology

S2W's Technology Integration

S2W proposes creative solutions through the convergence of technologies. We build accurate and secure data operation systems using AI and security intelligence in handling big data. Therefore, S2W was recognized as one of the WEF's top 100 tech leaders.

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Products

XARVIS

Cybercrime Intelligence Platform

XARVIS is an AI-powered Cybercrime Intelligence Platform that uses big data from covert channels like the Dark Web and Telegram to provide essential intelligence for national security and public safety.

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QUAXAR

Comprehensive CTI Platform

QUAXAR is a Comprehensive Cyber Threat Intelligence(CTI) Platform that integrates Digital Risk Protection(DRP), Threat Intelligence(TI), and Attack Surface Management(ASM) into a single solution.

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SAIP

Tailored Generative AI Platform

SAIP is a tailored Generative AI Platform for organizations, offering optimized language models. This ensures that internal data is securely managed while delivering the highest level of usability.

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Use Case

How others use

Retail & Finance

SAIP

Lotte Members’ Segment Lab is an AI-driven trend analysis platform that integrates consumption data and external information to deliver actionable business insights.

Finance

QUAXAR

Company B needed a solution to address the ongoing issue of card leakage incidents. With QUAXAR, the client was able to monitor card leakage information in real-time and receive the data.

Steel & Manufacturing

SAIP

Hyundai Steel integrates SAIP into its HIP platform to boost efficiency, offering employees AI-powered knowledge search, task support, and secure information access.

QUAXAR

Company A required a solution that could proactively respond to external threats that were difficult to detect with internal security systems alone. They adopted QUAXAR to receive cyber threat information through various hidden channels, including the dark web.

Services

AI Data Consulting

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An AI-powered data operations consulting service that enables organizations to efficiently manage and maximize the value of their data assets. By leveraging cutting-edge AI technologies and advanced data analytics techniques, we optimize the entire data operations lifecycle—including data collection, cleansing, storage, analysis, visualization, and security—ensuring seamless integration and enhanced decisio

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Analyst On Demand

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Analyst On Demand is a short-term service provided to companies in need of assistance from intelligence analysis experts.
S2W's AOD offers various threat data analysis services, including malware analysis, vulnerability analysis, and brand threat element analysis.

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Newsroom

What’s new at S2W?

SIS 2025: MOVEMENT

The S2W Intelligence Summit (SIS) is a flagship technology conference hosted by S2W, launched to explore how data and technology are increasingly shaping our lives and society. Now in its fourth year, SIS has established itself as a meaningful forum for exchanging ideas and insights on the critical issues of the data age.

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Achievement

S2W has been selected as one of the 'Top 100 Tech Startups'

S2W, the data intelligence company, has recently been selected as one of the "Top 100 Tech Startups".

Research Papers

AI Language Model Specialized in Darkweb (DarkBERT)

We’re excited to talk about our paper DarkBERT: A Language Model for the Dark Side of the Internet, which was accepted into ACL 2023. Developed by the S2W AI Team in collaboration with KAIST DarkBERT is the latest addition to S2W’s dark web research.

Research Papers

AI Language Model Specialized in Cybersecurity (CyBERTuned)

Here is 'CyBERTuned,' presented by S2W at the world’s top-tier AI conference.

Event/Seminar

S2W Invited to Speak at 2025 INTERPOL Conference

Hyunmin Seo, Executive Director at S2W, was recently invited to speak at the 2025 INTERPOL Conference held at INTERPOL Headquarters in Lyon, France. He presented S2W’s AI technologies that enhance the efficiency and precision of cybercrime investigations.

Achievement

Successful Participation in INTERPOL Events

We are honored to have given a presentation at the INTERPOL Asia and South Pacific Working Group Meeting on Cybercrime for Heads of Units.

Threat Intelligence Reports

The North Korea-backed Kimsuky's New Golang Stealer 'Troll' and 'GoBear' Backdoor Target South Korea

The content of the analysis report reveals that the APT group believed to be associated with North Korea, named Kimsuky, is speculated to be behind the distribution of the information-stealing malware 'Troll Stealer.'

Threat Intelligence Reports

A Deep Dive into Data Leakage and Commerce in Chinese Telegram Channels

Threat Intelligence Center TALON has published a detailed analysis report on a deep dive into data leakage and commerce in Chinese telegram channels in the second half of 2023.

News Highlights

Weekly Darkweb in June W2

We bring you the Weekly Darkweb for the second week of June.

Threat Analysis Brief Reports

Kimsuky’s CHM and BabyShark Malware Using Cryptocurrency Theme

The S2W Threat Intelligence Center has published an analytical report on CHM and BabyShark malware leveraging cryptocurrency themes, attributed to the North Korea-backed APT group Kimsuky.

Product

How Much Dark Web Data Coverage Do You Provide?

XARVIS combines real-time access, a decade of retained data, and a globally recognized AI model to offer an unparalleled threat intelligence solution. Designed to uncover both emerging and hidden threat actor behaviors, it delivers actionable insights for security professionals who require precision, depth, and speed in threat detection and response.

AI Trends

LLM Security Risks Enterprises Must Know Before Adopting Generative AI

Embedding security across the LLM lifecycle is critical. This includes input validation, output monitoring, access control, and safe integration protocols. SAIP provides a real-world example of how enterprises can operationalize trustworthy and secure generative AI systems.

News Highlights

Weekly Darkweb in June W1

We bring you the Weekly Darkweb for the first week of June.

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