AI governance cannot break through corporate risk defenses: from technological implementation to institutional enforcement gap

Source: TokenPost Original Title: No AI proliferation without control… Rubrik bets on enterprise risk management technology Original Link: https://www.tokenpost.kr/news/ai/315080

Key Points

The biggest obstacle to large-scale enterprise AI application is not technological cost or development difficulty, but the lack of effective risk management and governance systems.

Issue Analysis

According to Dev Rishi, AI leader at cloud data security company Rubrik, during last summer’s discussions with approximately 180 clients, it was found that enterprises generally face three major dilemmas during AI deployment:

1. Policy and execution disconnect: Most companies have established AI policies and guidelines, but these documents remain on paper and are not connected to actual system control mechanisms.

2. Risk of autonomous system loss of control: Compared to manual systems that have verification procedures, intuitive judgment, and accountability mechanisms, AI systems lack corresponding checks and balances, which could cause chaos in organizational security and risk management systems.

3. Difficulty in achieving ROI: Some organizations withdraw their investments because they cannot find effective AI application value.

Industry Trends

Rubrik is attempting to provide tangible AI system visibility, audit capabilities, and recovery functions through products like “Rubrik Agent Cloud.” The company has attracted major clients such as Arm Holdings and is focusing its strategic efforts on strengthening the controllability of AI agents and establishing a comprehensive audit system.

Long-term Outlook

The success of AI ultimately depends on the sophistication and executability of its governance, not just technical capabilities. The current AI governance competition will become a key dividing line in the industry; organizations that establish comprehensive supervision and control mechanisms will gain a competitive advantage.