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AI & Enterprise

Agentic AX needs AI-ready data built first

Kim Ki-dong (김기동) of AI and data specialist Encoa said differences in AI agent results come from data readiness, not the model. He said many firms saw strong results in PoC and demos but struggled in real operations because legacy data lacks clear meaning, links and context. He defined AI-ready data as data AI can understand and trust. Encoa implements this with a “context map” and proposes semantic models and two graphs to find data and generate answers.

Crypto

KakaoPay Securities to push tokenisation and overseas distribution of Korean stocks

KakaoPay Securities is partnering with global real-world asset tokenisation firms to build a base for overseas distribution of Korean listed shares and to review stock tokenisation. It signed an MOU with U.S. tokenisation technology company Dinari for a proof of concept, and earlier agreed with Ondo Finance to build an overseas distribution system and jointly study tokenisation infrastructure. KakaoPay Securities will help source underlying listed shares via an omnibus account.

AI & Enterprise

Quandela to pursue joint development of photonic quantum hardware with Korean partners

French photonic quantum computing company Quandela said it will focus over the next two years on finding strategic partners in South Korea and pursuing joint development. It plans cooperation in photonic quantum hardware manufacturing, cryogenic control and system integration, and quantum system operations based on AI, GPUs and high-performance computing. Quandela also unveiled a mid- to long-term roadmap for fault-tolerant quantum computing and proposed a quantum manufacturing consortium involving Korean companies and research institutes.