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data asset management

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Data Thinking Notes
Data Thinking Notes
Mar 19, 2025 · Big Data

How to Maximize Data Asset Value: From DataOps to Monetization

This report outlines a comprehensive framework for turning raw data into valuable assets, introducing DataOps and panoramic data architecture, and detailing practical methods for data value assessment, asset circulation, and operational mechanisms to help enterprises build a solid value baseline and expand data asset applications.

DataOpsbig datadata asset management
0 likes · 4 min read
How to Maximize Data Asset Value: From DataOps to Monetization
Data Thinking Notes
Data Thinking Notes
Oct 29, 2024 · Big Data

Unlocking Data Value: A Complete Guide to Data Asset Management and Governance

This article explores how enterprises can systematically identify, inventory, and govern massive data assets by defining key concepts, adopting frameworks like DAMA and DCMM, building layered management structures, and implementing integrated platforms for data integration, metadata, master data, standards, quality, and security to unlock data-driven value.

DAMADCMMdata asset management
0 likes · 15 min read
Unlocking Data Value: A Complete Guide to Data Asset Management and Governance
ByteDance Data Platform
ByteDance Data Platform
Sep 25, 2024 · Artificial Intelligence

How LLMs Power the “Find Data Assistant” for Smarter Data Retrieval

This article explains how the Volcano Engine DataLeap team leveraged large‑language models to build the “Find Data Assistant”, detailing its design, challenges, embedding‑and‑reranker enhancements, LLM‑driven semantic search, mixing architecture, and practical lessons for improving data asset management and retrieval.

Data RetrievalLLMReranker
0 likes · 17 min read
How LLMs Power the “Find Data Assistant” for Smarter Data Retrieval
DataFunSummit
DataFunSummit
Sep 21, 2024 · Artificial Intelligence

DataLeap "Find Data Assistant": Leveraging Large Language Models for Data Asset Retrieval and Management

This article details how the DataLeap team applied large language model technology to build the "Find Data Assistant" platform, addressing the challenges of locating and using massive data assets through a hybrid retrieval architecture, enhanced embedding, reranking, mixed ranking, and answer summarization, while sharing practical lessons and future directions.

Data RetrievalHybrid RankingLLM
0 likes · 17 min read
DataLeap "Find Data Assistant": Leveraging Large Language Models for Data Asset Retrieval and Management
Data Thinking Notes
Data Thinking Notes
May 14, 2024 · Fundamentals

Why Data Governance Is the New Competitive Edge: 6 Emerging Trends to Watch

The article outlines how data has become a critical production factor, reviews national policies, industry and enterprise challenges, and presents six key trends—including DataOps, DataFabric, and AI‑focused governance—that shape the future of data management and security.

AI data governanceData SecurityDataFabric
0 likes · 12 min read
Why Data Governance Is the New Competitive Edge: 6 Emerging Trends to Watch
JD Tech
JD Tech
Mar 5, 2024 · Big Data

JD Retail Data Asset Management: Upgrading Practices and Technical Innovations

This article examines JD Retail's comprehensive upgrade of data asset management, detailing innovations in data governance, multi‑level acceleration engines, intelligent materialization, unified DSL, visualization tools, low‑code orchestration, and large‑model AI applications that boost efficiency, reliability, and business decision‑making.

artificial intelligencebig datadata asset management
0 likes · 43 min read
JD Retail Data Asset Management: Upgrading Practices and Technical Innovations
Data Thinking Notes
Data Thinking Notes
Nov 19, 2023 · Fundamentals

How to Build an Effective Data Asset Management Framework for Enterprises

This article explains why enterprises need a data asset framework, outlines its key components such as catalog management, policy support, and development trends, and provides a step‑by‑step guide with visual diagrams for constructing and operating a comprehensive data asset management system.

data asset managementdata catalogdata governance
0 likes · 5 min read
How to Build an Effective Data Asset Management Framework for Enterprises
Data Thinking Notes
Data Thinking Notes
Apr 16, 2023 · Big Data

Mastering Data Asset Management: From Inventory to Value Realization

This article outlines a complete data asset management lifecycle—starting with data inventory, moving through governance, classification, responsibility, permission, and security, and culminating in value realization via basic services, profiling, and algorithmic models—providing practical guidance for building a robust big‑data platform.

big datadata asset managementdata governance
0 likes · 10 min read
Mastering Data Asset Management: From Inventory to Value Realization
Data Thinking Notes
Data Thinking Notes
Jan 29, 2023 · Big Data

How to Turn Data Assets into Business Value: A Roadmap for Enterprises

Enterprises must shift their perception of data assets and embed data‑value into every digital process, establishing governance, unified asset catalogs, operational metrics, security controls, integration, services, and visualization to transform raw data into strategic business outcomes.

Data Securitybig datadata asset management
0 likes · 12 min read
How to Turn Data Assets into Business Value: A Roadmap for Enterprises
Tencent Cloud Developer
Tencent Cloud Developer
Jun 6, 2019 · Big Data

2019 Big Data Industry Summit Highlights and Outcomes

From June 4‑5, 2019, the China‑hosted Big Data Industry Summit gathered more than 4,000 attendees and 60,000 online viewers to present award winners, release multiple whitepapers and standards, and hold six thematic forums and two roundtables that examined data platforms, asset management, security, law, and emerging technologies, outlining current opportunities and future challenges for big‑data growth.

Big DataChinadata asset management
0 likes · 14 min read
2019 Big Data Industry Summit Highlights and Outcomes
Qunar Tech Salon
Qunar Tech Salon
Sep 14, 2018 · Big Data

AIGOV Five‑Star Model for Data Asset Management: Framework, Capabilities, and Enterprise Practices

The article presents the AIGOV five‑star data asset management model, analyzes its five management domains and thirteen capability items, compares it with domestic and international frameworks, and illustrates its practical value through detailed enterprise case studies and references to maturity models.

Enterprise Architecturebig datadata asset management
0 likes · 19 min read
AIGOV Five‑Star Model for Data Asset Management: Framework, Capabilities, and Enterprise Practices