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data asset management

15 articles · Page 1 of 1
Data Integration and Governance
Data Integration and Governance
Jul 14, 2026 · Big Data

Why Every Data Asset Needs Catalog, Standards, Quality, and Lineage

Enterprises often build many systems and reports, but without a systematic data‑asset management framework—comprising a data catalog, unified standards, quality controls, and lineage tracing—issues like inconsistent metrics, unknown data sources, and hard‑to‑diagnose report errors persist, undermining reliable decision‑making.

data asset managementdata catalogdata lineage
0 likes · 12 min read
Why Every Data Asset Needs Catalog, Standards, Quality, and Lineage
TechVision Expert Circle
TechVision Expert Circle
May 30, 2026 · Information Security

Why CIOs Must Harden Their Security Bottom Line: From IT Compliance to Data Asset Management

The article argues that CIOs can no longer rely on basic firewalls and annual pen tests; instead, they must adopt compliance‑as‑code, comprehensive data asset management, a four‑layer governance architecture, and continuous automated security operations to survive the escalating financial and regulatory risks of data breaches.

IT compliancedata asset managementinformation security
0 likes · 16 min read
Why CIOs Must Harden Their Security Bottom Line: From IT Compliance to Data Asset Management
Data Integration and Governance
Data Integration and Governance
Dec 2, 2025 · Operations

How to Manage Data Assets? The Four Key Steps

The article explains why treating data as an asset matters, distinguishes data asset management from traditional data governance, and outlines four practical steps—inventory, standardization, quality & security, and value realization—to turn raw data into a strategic business resource.

Data GovernanceMetadatadata asset management
0 likes · 10 min read
How to Manage Data Assets? The Four Key Steps
DataFunSummit
DataFunSummit
Oct 22, 2025 · Big Data

How Douyin’s Data Asset Platform Revolutionizes Big Data Lineage

This article introduces Douyin Group’s comprehensive data asset management platform, explains why it emphasizes data assets over raw metadata, outlines its full‑linkage lineage capabilities, and presents practical insights on building, applying, and future‑proofing big data lineage within complex enterprise environments.

Big DataDouyinMetadata
0 likes · 5 min read
How Douyin’s Data Asset Platform Revolutionizes Big Data Lineage
DataFunSummit
DataFunSummit
Oct 14, 2025 · Big Data

How Douyin’s Data Asset Platform Redefines Big Data Lineage

This article introduces Douyin Group’s one‑stop Data Asset Management Platform, explains why the company focuses on data assets rather than raw metadata, and details the evolution, architecture, applications, and future outlook of its comprehensive big‑data lineage system.

Big DataData GovernanceDouyin
0 likes · 5 min read
How Douyin’s Data Asset Platform Redefines Big Data Lineage
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.

Big DataData GovernanceDataOps
0 likes · 4 min read
How to Maximize Data Asset Value: From DataOps to Monetization
Big Data Technology & Architecture
Big Data Technology & Architecture
Feb 1, 2025 · Big Data

Douyin Group Data Asset Management Platform: Comprehensive Data Lineage Overview and Practices

This article presents a detailed overview of Douyin Group's Data Asset Management Platform, focusing on the evolution, architecture, modeling, metrics, and application scenarios of its large‑scale data lineage system, and outlines future directions for full‑coverage, fine‑grained lineage capabilities.

Big DataMetadatadata asset management
0 likes · 17 min read
Douyin Group Data Asset Management Platform: Comprehensive Data Lineage Overview and Practices
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.

DAMADCMMMetadata
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 RetrievalEmbeddingLLM
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 RetrievalEmbeddingHybrid Ranking
0 likes · 17 min read
DataLeap "Find Data Assistant": Leveraging Large Language Models for Data Asset Retrieval and Management
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.

Data GovernanceLow-codedata asset management
0 likes · 43 min read
JD Retail Data Asset Management: Upgrading Practices and Technical Innovations
Big Data Technology & Architecture
Big Data Technology & Architecture
Apr 17, 2023 · Big Data

Comprehensive Guide to Data Governance and Data Asset Management

This article presents a detailed roadmap for enterprise data governance, covering business digitization goals, data governance construction, typical digital platform architecture, core governance actions, implementation pathways, data asset inventory techniques, and real‑world case studies to illustrate practical execution.

Big DataData GovernanceData Modeling
0 likes · 18 min read
Comprehensive Guide to Data Governance and Data Asset Management
Big Data Technology & Architecture
Big Data Technology & Architecture
May 19, 2021 · Big Data

Comprehensive Guide to Data Governance: Metadata, Data Quality, Standards, and Asset Management

This article provides an extensive overview of data governance in the big‑data era, covering common pitfalls, the role of metadata, data quality management, data standardization, and data asset management, and offers practical recommendations for organizations to implement effective governance practices.

Big DataData GovernanceMetadata
0 likes · 42 min read
Comprehensive Guide to Data Governance: Metadata, Data Quality, Standards, and Asset Management
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 DataChinaIndustry Summit
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.

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