数据如何从“成本”变“资产”，再到“资本”？这份官方权威指南（8.0版）讲透了

Core Insights - The article emphasizes the importance of data asset management as a strategic necessity for companies to leverage data as a core asset for growth and innovation in the evolving digital economy [1][18]. Group 1: Data Value Transformation - The 8.0 version of the guide outlines a three-stage transformation of data value: resourceization, assetization, and capitalization, providing a clear path for companies to follow [2][28]. - Resourceization focuses on ensuring data quality, security, and availability, which are prerequisites for value release [2][28]. - Assetization aims to make data's value visible and measurable through activities like registration, valuation, and internal/external circulation [2][28]. - Capitalization allows data to be treated as a stable asset, enabling innovative financing methods such as pledging for loans and securitization [2][28]. Group 2: Practical Implementation Paths - The guide identifies four core paths for companies to realize data value: digitalization of industries, digital management, digital productization, and ecosystem collaboration [4][5]. - It provides tailored strategies for different types of companies, including value operation-focused firms, transaction innovation-driven companies, compliance-driven enterprises, and foundational management-focused organizations [5][6][7]. Group 3: Future Trends - The report anticipates five key trends in data asset management: integration of AI in data management, real-time decision-making through digital twins, establishment of precise value measurement frameworks, expansion of knowledge management, and active participation in data market ecosystems [9][10][11][12][13]. Group 4: Target Audience - The guide is designed for various stakeholders, including CEOs and CDOs for strategic direction, data department heads for optimizing management systems, business managers for understanding data's role in innovation, and finance/legal personnel for compliance challenges [14][15][16][17].