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AI & Enterprise

Context before models as agentic OS race intensifies

Competition is intensifying over platforms that optimise multiple AI models with internal corporate data so AI can better understand organisations and execute tasks. Enterprise software companies are treating such platforms, which help AI grasp corporate context and play an operating system role, as strategically important. Microsoft, Snowflake, Adobe and SAP have highlighted products and strategies focused on context layers, governance and services for AI agents, while interest also rises in PCs and chips running AI locally.

AI & Enterprise

Security must be close to data, Snowflake role set to grow

Snowflake Chief Security and Trust Officer Mayank Upadhyay said security must be built into the data platform and become part of normal workflows. He said Snowflake is approaching AI security in three layers: protecting large language models, managing agent identity and permissions, and securing the data layer. He highlighted the Horizon Guardrails product and the Natoma acquisition, and stressed fast feedback loops, data sovereignty and zero data retention.

AI & Enterprise

Megazone Soft, Google Cloud support Yogiyo AI hackathon; \'AI Menu Assistant\' wins top prize

Megazone Soft, an affiliate of cloud company MegazoneCloud, held Yogiyo’s first in-house AI hackathon, “2026 Great Imagination,” with Yogiyo and Google Cloud, it said on Wednesday. The event focused on having employees define real service and workplace problems using generative AI and implement solutions. Megazone Soft and Google Cloud provided technical support and mentoring. The “AI Menu Assistant” won the top prize.