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中国AI+智慧园区技术评估，2025

Hongyu Cheng — Sat, 15 Nov 2025 05:00:00 GMT

本IDC研究围绕中国智慧园区在2025年的技术发展路径展开，系统分析了AI技术如何重构园区“底座-协同-应用”三层架构，并深度适配国家政策要求。报告重点评估了AI Agent、多模态大模型、数字孪生等关键技术在多场景的落地成效，从效率、绿色、安全、数据治理四大维度剖析了核心价值实现机制。同时，通过对主流技术供应商的能力评估，揭示了市场在生态协作、垂直深耕与平台开放等方面的竞争态势。最后，报告展望了智慧园区向自主闭环、绿色低碳与生态协同演进的未来方向，并为技术供应商提供了聚焦闭环能力、开放架构与政策合规的战略建议。

IDC智慧城市高级分析师程鸿宇表示：“中国智慧园区正进入以‘技术自主化’和‘运营闭环化’为标志的新阶段，其发展已由单点技术应用迈向系统级智能协同。未来，能否将AI创新与政策导向、生态共建深度结合，形成可量化、可复制的场景价值，将成为区分市场领导者的关键。技术供应商需超越软硬件供给思维，转向提供融技术、运营与合规于一体的全生命周期服务，方能在这一高速演进的市场中构建持久竞争力。”

中国持续数据备份平台（CDP）市场评估，2025

Lee Zhang — Sat, 15 Nov 2025 05:00:00 GMT

本IDC看法针对中国持续数据备份平台市场的发展现状展开了调研，明确了最终用户数据备份的痛点和难点，阐述了市场中各技术服务提供商的服务方案和优势，并对未来中国持续数据备份平台市场发展趋势等内容给出了具体的观点和建议。

“作为目前IT基础架构（传统架构和云平台架构）重要的数据保护机制之一，持续数据备份以其基于云端的交付模式、灵活的备份方式、异构的兼容能力和统一的管理能力，帮助云平台用户高效、可靠地完成企业核心业务数据连续备份。同时，持续数据备份也逐渐成为企业的数据集成平台，能够为大数据平台和AI开发/应用提供可靠的数据源。”——IDC中国负责云基础架构研究的高级研究经理张犁表示。

IDC MarketScape: Worldwide General-Purpose Knowledge Discovery Software 2025 Vendor Assessment

Amy Machado — Wed, 12 Nov 2025 05:00:00 GMT

This IDC study represents a vendor assessment of the general-purpose knowledge discovery software market through the IDC MarketScape model. This assessment discusses both quantitative and qualitative characteristics, providing guidance about knowledge discovery software vendors and their offerings. The evaluation is based on a comprehensive and rigorous framework that assesses vendors relative to the criteria, and it highlights the factors expected to be the most influential for success in the market in both the short term and the long term.

"Knowledge discovery is foundational to tackling the fast-evolving information landscape and maximizing business value from data assets, especially as we head into the agentic AI future," said Amy Macahdo, senior research manager, Content and Knowledge Discovery Strategies at IDC. "Investing in modern, AI-powered search provides measurable advantages for productivity, decision-making, and meeting compliance standards."

IDC MarketScape:中国分布式事务型数据库2025年厂商评估

Leo Li — Tue, 11 Nov 2025 05:00:00 GMT

本IDC研究对10家典型厂商进行了评估，IDC针对入选的厂商的能力和战略进行综合评估，评估标准包括收入规模、产品技术能力、市场和生态以及未来发展战略等方面。各维度根据市场情况进一步划分为若干细分项，并配以不同权重，从而形成IDC MarketScape综合评分体系，通过IDC分析师针对各个厂商和大量最终用户的深入访谈，综合分析并确定各厂商在IDC MarketScape中的相对位置，探讨厂商的特点和战略，总结发展趋势，为技术买家进行产品选型提供参考。

“受政策驱动与安全合规需求牵引，当前中国分布式事务型数据库市场已从技术验证迈向规模化落地深水区，呈现出格局收敛、部署模式重构、能力融合升级的趋势。核心厂商依托金融级高可用架构与HTAP混合负载能力占据主导地位，国产替代正由基础系统向银行账务、支付清算等核心层渗透。”——IDC中国新兴科技研究组高级分析师李浩然表示。

Worldwide Search and Knowledge Discovery Software Forecast, 2025–2029

Amy Machado — Tue, 04 Nov 2025 05:00:00 GMT

This IDC presentation presents a view of intelligent knowledge discovery software revenue from the historical year 2024 through to the five forecast years of 2025–2028.

As technology buyer organizations work to leverage valuable proprietary data with LLMs via search, IDC expects this market to see continued growth. However, it will face increasing competition from vendors in other markets working to provide knowledge discovery capabilities through a combination of search and generative AI.

"The demand for modern search technology will grow, as it centralizes data from across the enterprise for fast, contextual access. By transforming scattered information into an integrated knowledge asset, knowledge discovery powers seamless, relevant experiences that drive smarter decisions and greater organizational agility." — Amy Machado, senior research manager, Content and Knowledge Management Strategies

IDC FutureScape: Worldwide Data and Analytics 2026 Predictions

Wed, 22 Oct 2025 04:00:00 GMT

This IDC FutureScape presents the top 10 predictions and key drivers for data and analytics over the next five years.

Data and analytics are entering a new era shaped by agentic AI, decentralized architectures, and real-time intelligence. Enterprises must embrace federated data access, enhanced governance, and automation to unlock business agility, improve trust, and position data as a core enabler of competitive differentiation.

"Organizations that shift from centralized control to federated, intelligent, and event-driven data ecosystems will lead in the agentic AI era. Success requires balancing agility with trust, scaling automation responsibly, and aligning governance models to ensure data remains a catalyst for innovation and business resilience." — Stewart Bond, vice president, Data Intelligence and Integration Software, IDC

IDC's Worldwide Emerging Systems Infrastructure Technologies Taxonomy, 2025

Jim Hines — Wed, 08 Oct 2025 04:00:00 GMT

This IDC study categorizes the market for the most relevant emerging technologies in infrastructure systems by deployment location, system type, and subsystem, including semiconductor devices. As with all taxonomy documents, this taxonomy will be continually revised and edited to ensure its applicability to market offerings.

"This initial IDC's Emerging Systems Infrastructure Technologies taxonomy provides the definitions and segmentations used by IDC analysts to track the technologies that will have the greatest impact on the rapidly evolving datacenter landscape," said Jim Hines, research director, Enabling Technologies and Semiconductors at IDC. "The document serves as a guideline for users to better understand IDC's Emerging Systems Infrastructure Technologies research and provides a framework and set of definitions for tracking this market."

AI时代下数据治理演进趋势及厂商推荐

Leo Li — Tue, 30 Sep 2025 04:00:00 GMT

本IDC看法分析了当前AI发展和多模态数据管理需求下主要市场和产品发展趋势，列出了面向AI的数据治理技术要点，介绍了代表厂商，并为技术买家提供了建议。

IDC中国人工智能和大数据领域高级分析师李浩然表示：“GenAI时代下企业对数据治理的要求更高，技术供应商也需要更快速地变更并更新数据治理规范以及业务规范，以快速应对AI训推需求，明确AI治理与数据治理的一致性，并发布新一代框架和生态合作计划。”

Fueling the AI Future: Data, Deployment, and Tangible Outcomes

Deepika Giri, Surjyadeb Goswami, Swapnil Shende — Tue, 30 Sep 2025 04:00:00 GMT

This IDC Tech Buyer Presentation highlights how Asia/Pacific enterprises are pivoting from AI experimentation to enterprisewide adoption, yet scaling remains a challenge as most proofs of concept (POCs) never reach production, and even fewer deliver consistent success. High costs, poor data quality, unclear ROI, and skill gaps continue to stall progress. To fuel AI's future, organizations must double down on seven imperatives: AI-driven strategies, unified AI platforms, AI agents and applications, AI-ready infrastructure, trusted data foundations, unified governance, and a future-ready workforce. The report assesses enterprise readiness across these domains, providing strategic guidance for IT leaders, technology buyers, and SPs to transform experimentation into tangible, scalable business outcomes. "Enterprises that align strategy, platforms, data, and governance to fuel AI will transform experiments into outcomes, unlocking scale, resilience, and measurable business value in a digital-first economy," says Surjyadeb Goswami, research director, IDC Asia/Pacific.

"Asia/Pacific enterprises must shift from fragmented AI experiments to enterprisewide adoption. With most POCs failing because of unclear ROI, poor data, limited skills, and infrastructure gaps, success now depends on building AI-ready strategies, platforms, data foundations, infrastructure, governance, and workforce. Addressing these holistically will unlock sustainable business value," says Deepika Giri, associate VP, IDC Asia/Pacific.

Industry Buyers Handbook: Americas Utilities, 2025

John Villali, Heriberto Roman, Nigel Wallis — Tue, 30 Sep 2025 04:00:00 GMT

This IDC Industry Buyers Handbook aims to help technology vendors understand the areas of technology investments of the Americas (AMR) utilities industry. Vendors can use this handbook to:

Align the company's proposition to the buyer's tech priorities as they relate to domain processes
Position the technology offering and innovation capabilities to respond to the buyer's business transformation objectives
Develop a compelling narrative that resonates with the buyer's requirements

Technology vendor executives in areas including marketing, sales, and product strategy can leverage the insight from this handbook to inform and formulate their approach with buyers within the utilities sector. The insights provided in this handbook are largely based on IDC survey data but also leverage senior IDC analysts' knowledge, IDC research, and ongoing conversations with key industry players.

"As utilities in the Americas embrace digital strategies to enhance grid reliability, customer engagement, and operational efficiencies, technologies like AI, IoT, and cloud computing are becoming essential. Tech suppliers play a critical role by offering scalable, secure, and interoperable solutions that accelerate innovation and help utilities meet the demands of a rapidly evolving energy and technology landscape in the Americas," says John Villali, senior research director, IDC Energy Insights.