毕马威发布智能科技报告：AI智能体使新型SaaS成为可能

Core Insights - The report by KPMG highlights that AI is driving a transformative wave across industries, with a significant rise in AI-native startups and the emergence of new SaaS models that emphasize usage-based and outcome-based billing [1][3]. Group 1: AI Implementation and Value - KPMG's report analyzes over 500 global AI implementation cases and surveys 1,390 decision-makers, quantifying the potential value of generative AI for 17 million enterprises based on a data model of 3 billion data points [1]. - The report emphasizes that AI is leading to cost reduction, enhanced efficiency, accelerated data-driven decision-making, and improved data analysis and insights for enterprises [4]. Group 2: Strategic Recommendations for Enterprises - The report outlines five key actions for enterprises to accelerate AI value realization: 1. Develop a coherent AI strategic vision and transition plan, assessing AI application maturity [3]. 2. Establish trust in AI during initial stages and design governance processes to address risks and regulatory challenges [3]. 3. Drive product innovation through AI, leveraging cloud infrastructure and large models [3]. 4. Accelerate operational model transformation using data and emerging technologies, creating a resilient cloud foundation for data assetization [3]. 5. Embed AI-driven workflows into operational structures to promote cross-industry empowerment and product service upgrades [3]. Group 3: Industry Trends and Challenges - The technology sector is undergoing rapid transformation, presenting significant opportunities for innovation and competition [4]. - While AI offers substantial benefits, challenges such as security and data privacy remain critical barriers to unlocking its full potential [4].