封面故事
然而，基础制度建设的滞后性日益凸显——数据确权机制尚未贯通，导致机构数据“不愿供”；数据流通交易规则仍以各地分散探索为主，市场定价与安全互信机制仍待完善，数据产品“流不动”的困局持续存在。以上种种因素，严重削弱了金融机构在风险定价、精准营销和产品创新等方面发挥数据要素驱动作用，也阻碍了金融资源配置效率和数字化风控水平的提升。
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“在数字经济时代，数据已成为企业最宝贵的资产之一，其潜在价值亟待挖掘与释放。如何将数据转化为实际生产力及资产，一直是行业面临的难题。”沈海表示，该数据产品不仅为企业开辟了新的融资渠道，降低了融资成本，为企业绿色转型提供了强有力的金融支持，更通过将企业碳账户数据产品化，为企业提供了一个全新的价值衡量标准，使企业能够更加直观地了解自身碳排放水平，并据此制定针对性的减排措施，为实现碳减排目标和可持续发展注入新动力。
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报告建议，数据产品交易市场需要构建市场驱动的透明生态，建立统一规范的基本信息披露标准。各指标之间的相关性表明，在公开交易平台上，越是回归数据要素价值本义的产品，对包括价格在内的信息披露态度会越开放，也更容易寻找到可落地的应用场景和市场空间。在数据交易机构的进场监管下，数据产品均已经过严格的合规审核，进一步规范信息披露机制，有助于与潜在需方达成有效沟通，推动形成“越透明越增值”的正向循环。
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目前，广州数据交易所已按照数据资源化、产品化、资产化、资本化的完整链路构建起一套涵盖企业数据资产管理各阶段的实施路径。沈海介绍，首先要引导企业经由数据治理、资源盘点与质量管理，达成数据资源化；继而通过数据合规管理、产权登记及应用场景开发，实现数据产品化；随后借助数据交易与资产入表，完成数据资产化；最终以数据资产投融资等手段，推动数据资本化。他认为，通过产权登记明确数据权属关系，既可增强数据交易可信度，使金融机构在获取和使用数据时更加确信数据的来源和合法性，避免权属纠纷，降低法律风险，也可获得数据产权登记证书，作为企业融资增信的依据，拓宽企业融资渠道，促进数据要素市场的繁荣。
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深化数据要素市场化配置改革、构建以数据为关键要素的数字经济，发展数据产业是重要举措。去年底，国家发展改革委等部门《关于促进数据产业高质量发展的指导意见》明确指出，数据产业是利用现代信息技术对数据资源进行产品或服务开发，并推动其流通应用所形成的新兴产业，包括数据采集汇聚、计算存储、流通交易、开发利用、安全治理和数据基础设施建设等。贵州做强做优数字经济，促进数据产业高质量发展是题中应有之义。
在完成数据产权登记试点的基础上，广州数据交易所依托自身专业服务能力，助力央国企、民营企业规范开展数据资源入表工作，先后参与了多项数据资产化相关研究项目，并通过培训、完善数据资产登记交易机制等措施，深化市场对数据资源入表的理解，助力企业实现数据资源从“无形资产”到“合规资产”的转化，为数据要素市场化配置提供了可复制、可推广的实践经验。
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“在数字经济时代，数据已成为企业最宝贵的资产之一，其潜在价值亟待挖掘与释放。如何将数据转化为实际生产力及资产，一直是行业面临的难题。”沈海表示，该数据产品不仅为企业开辟了新的融资渠道，降低了融资成本，为企业绿色转型提供了强有力的金融支持，更通过将企业碳账户数据产品化，为企业提供了一个全新的价值衡量标准，使企业能够更加直观地了解自身碳排放水平，并据此制定针对性的减排措施，为实现碳减排目标和可持续发展注入新动力。
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报告根据国家数据局对于“数据产品”概念的解释，结合数据要素属性和交易特性，通过两级指标进一步细化了评估维度。
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贵数所对上架产品的信息披露更为公开透明。据贵数所公开的产品类型信息，数据产品、算法模型、算力基础设施三类产品占比较多，也从侧面反映出贵数所将贵州本地的算力产业优势与数据交易市场进行了有效衔接。
此外，广州数据交易所还积极联合数据企业与金融机构，通过与产业需求精准对接，开发出一系列独具特色的金融数据产品，充分发挥数据要素与金融服务双驱动作用，赋能实体经济发展。
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同时，广州数据交易所贯彻落实《行动计划》提出的“以推进数据要素协同优化、复用增效、融合创新作用发挥为重点”的指导思想，通过构建全链条服务体系，着力促进金融领域释放数据乘数效应。
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分地区来看，各大数据交易机构的金融场景数据产品分别有哪些特征？《报告》统计分析发现，北数所注重数据来源的授权使用；上数所聚焦金融产品应用场景；广数所聚焦数据技术的应用；深数所致力于构建多元场景生态矩阵；贵数所聚焦提供多样化数据服务。
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