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AI & Enterprise

MCP adoption simplifies AI-legacy system integration, but quality and governance remain challenges

Musinsa Tech said introducing the Model Context Protocol (MCP) for a conversational product discovery service made it easier for AI to connect to external data and software tools, but did not guarantee the AI would use tools as intended. The company said it faced trial and error in converting user questions into accurate search conditions and tightened input controls. It limited the service to non-login product discovery and blocked access to personal and payment data, stressing least-privilege design. It also called for wider native support and standardized authentication and security.

Crypto

BitMart to wind down crypto exchange after 9 years, to end operations in January 2027

BitMart will end operations of its global cryptocurrency exchange after 9 years, with full shutdown set for Jan. 31, 2027 at 1559 UTC. Trading is being restricted in phases, including halts to new account openings, deposits and new spot and futures orders. Automated services will also be wound down. Users will still be able to log in for a period after operations stop to review records and request withdrawals, but enhanced checks may apply.

Finance

NH NongHyup Bank upgrades corporate loan screening, shifts to \'agentic AI bank\'

NH NongHyup Bank is applying artificial intelligence to corporate credit pre-screening, product recommendations and credit review report writing. The bank said it has built an AI-based PASS screening system for the corporate loan review process. It aims for pre-screening accuracy comparable to full reviews, provides customised product recommendations and automates corporate review reports. The bank expects faster and more consistent screening and less repetitive paperwork.