S2W : AI-powered Data Operations

AI-Powered
Data Operations

Empowers organizations with
reliable AI-driven platforms

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

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

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?

S2W Received Preliminary Approval for IPO

S2W has received preliminary approval for its IPO and is set to go public in the second half of the year. We're now gearing up for the listing process.

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Interview

S2W Highlights Cybercrime Tracking AI on NHK

S2W Highlights Cybercrime Tracking AI on NHK’s Flagship Current Affairs Program.

Event/Seminar

S2W Invited to Speak at 2025 INTERPOL Conference

Hyunmin Suh, 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.

Event/Seminar

S2W Participated in NATO’s Flagship Cyber Defense Exercise, Locked Shields 2025

S2W participated in Locked Shields 2025, the world’s largest live-fire cyber defense exercise.

MOU/Partnership

S2W is now in the Microsoft Copilot for Security Partner Ecosystem

S2W is a proud participant in the Microsoft Copilot for Security Partner Ecosystem.

Product/Service Launch

S2W Launches SAIP Lite, Compact Generative AI for Enterprise

S2W has launched SAIP Lite, a compact version of its industrial generative AI platform SAIP, designed to maximize efficiency and accessibility.

Threat Intelligence Reports

Threat Group Profiling: Lazarus

The S2W Threat Intelligence Center has published an analysis report on the Lazarus APT group, affiliated with North Korea's Reconnaissance General Bureau.

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.

Interview

The Company Interpol Trusts: Inside S2W's Strategy

Sangduk Suh, CEO of S2W, recently shared the company’s growth strategy, AI and big data capabilities, and post-IPO vision in an in-depth interview.

News Highlights

Weekly Darkweb in July W1

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

R&D Columns

Adopting Apache Iceberg for Our Data Lakehouse - Part 1: Why We Chose Iceberg

S2W has published an R&D column explaining the rationale behind adopting Apache Iceberg to modernize its data analytics architecture.

Threat Intelligence Reports

AiLock Ransomware Analysis Report: Techniques, Tactics, and Indicators

S2W Threat Intelligence Center published a detailed analysis report on the AiLock ransomware.

Event/Seminar

Sangduk Suh Shares Vision for Korea’s AI Future at National Policy Forum

Sangduk Suh, CEO of S2W, recently participated in a national policy forum hosted by THE AI, a leading AI-focused media company, to share his insights.

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