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AI & Enterprise

AI talent is the competitive edge as Korean startups push companywide AI use

Korean startups are accelerating efforts to become AI-native organisations, moving beyond AI transformation to embed AI across their operations. Channel Corporation is providing unlimited Claude Code tokens to all staff and says AI-driven automation is spreading across roles. HwaHae Global has built an AI data analysis assistant that answers Slack queries and reduces repetitive analysis work. MyRealTrip is expanding internal AI support and programmes to roll out AI in services and workflows.

AI & Enterprise

AI agents drive expansion of software ecosystems built for AI, not humans

As AI agents spread, software designed for use by AI rather than people is expanding. Companies are moving toward headless software that lets agents access core functions through APIs and MCP without a user interface. Approaches differ, with Salesforce and ServiceNow opening platforms to third-party agents while SAP focuses on its own. The shift is emerging as a variable in enterprise software competition, alongside growing demand for forward-deployed engineers supporting AI adoption.

AI & Enterprise

Tech Insight: Headless software era raises new competitive advantage

Enterprise software companies such as Salesforce and ServiceNow are rolling out headless platforms designed for AI agents, drawing attention to how the software landscape may change. Andreessen Horowitz partner Seema Amble wrote that as agents read and write data directly, competitive advantage will shift away from UI-driven habits. She said hard-to-copy workflows, defensible proprietary data, ownership of an execution layer, real-world fulfillment and potential network effects will matter more.