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S2W, a South Korean big-data analytics and artificial intelligence company, is stepping up its push into global security markets after exhibiting at the Asia‑Pacific region’s largest public‑safety expo.
The company showcased its AI‑driven security platforms at MTX (Milipol TechX) 2026, held at the Sands Expo and Convention Centre in Singapore from April 28–30. Organized by the Milipol network, the three‑day event drew roughly 15,000 professionals and about 260 exhibitors and institutions from around the world.
The standout product on the floor was XARVIS, S2W’s security AI platform built for public‑sector and government customers. S2W said it embedded its in‑house dark‑web language model, DarkBERT, into the platform.
XARVIS aggregates and analyzes crime‑related data across multiple online channels — including the dark web, Telegram and mainstream social networks — to identify and profile threat actors. Agencies use it as an intelligence tool for cybercrime investigations and national‑security responses. S2W has supplied XARVIS to domestic investigative and defense agencies, as well as government bodies in Singapore, Indonesia and Saudi Arabia.
At the show, S2W rolled out feature updates aimed at speeding analysis. An “AI Summary” function automatically extracts key points from hacking‑forum posts and Telegram messages, and a “Smart Filtering” tool enables rapid queries of threat data by country and industry — improvements S2W says will boost analysts’ efficiency.
The company also introduced QUAXAR, an enterprise security AI product that integrates attack surface management (ASM), digital risk protection (DRP) and threat intelligence (TI) into a unified cyber‑threat intelligence (CTI) solution.
QUAXAR is designed to correlate diverse security data to surface potential threats before they materialize. The platform is already in use by multinational firms, Interpol and government agencies in Japan, Singapore and Greece, a track record S2W cites as evidence of its technical credibility.
S2W said the exhibition reaffirmed demand for intelligence‑driven security tools in the global market. Lee Yoo‑kyung, head of overseas business, said, “Interest in intelligence‑based response technologies is rising amid a rapidly changing security environment. Based on our technical strengths, we will deepen R&D and refine our business strategy to expand in overseas markets.”
As cybercrime and state‑level threats grow more sophisticated, AI‑based security technologies are playing an increasingly central role. At the same time, the sector faces technical and ethical challenges, including the scope of data collection, privacy protections and the risk of false positives.
Observers view S2W’s moves as part of a broader push by South Korean AI security firms to gain footing in the global public‑safety market. Analysts will be watching whether S2W can convert its technology and deployment record into broader market share.
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