Data governance

Data governance processes manage the availability, usability, integrity and security of the data in enterprise systems. These processes rely on detailed internal data standards and policies that also control data usage. Learn about the latest data governance processes and strategies to ensure data is consistent, trustworthy and properly protected.

Top Stories

News 04 Apr 2024
Coalesce raises $50M to expand data transformation platform

The startup's new funding is a vote of confidence from investors given how difficult it has been for technology vendors to secure financing over the past two years. Continue Reading
Tip 04 Apr 2024
Data protection vs. data backup: How are they different?

They might be viewed as separate functions, but data backup should be part of an overall data protection strategy to thwart ransomware and comply with stringent privacy laws. Continue Reading

Tip 03 Apr 2024

How to conduct a data privacy audit, step by step

The vital importance of a data privacy audit can't be underestimated in today's climate of proliferating customer data, more stringent regulations and sophisticated cyber threats. Continue Reading
Definition 03 Apr 2024

data minimization

Data minimization aims to reduce the amount of collected data to only include necessary information for a specific purpose. Continue Reading
Feature 01 Apr 2024

6 business benefits of data protection and GDPR compliance

Complying with GDPR and avoiding severe fines is a primary goal of businesses, but the data governing principles and security tools to achieve compliance yield systemic benefits. Continue Reading
Definition 28 Mar 2024

sensitive information

Sensitive information is data that must be protected from unauthorized access to safeguard the privacy or security of an individual or organization. Continue Reading
Definition 27 Mar 2024

General Data Protection Regulation (GDPR)

The General Data Protection Regulation (GDPR) is legislation that updated and unified data privacy laws across the European Union (EU). Continue Reading
News 27 Mar 2024

New Databricks open source LLM targets custom development

The data platform vendor's new language model was designed to provide open source users with AI development capabilities similar to those provided by closed source models. Continue Reading
News 27 Mar 2024

Domo to add prebuilt models, chat capabilities to AI suite

The BI vendor's latest innovations include conversational analytics capabilities and prebuilt models designed to help customers forecast outcomes and conduct sentiment analysis. Continue Reading
Feature 26 Mar 2024

6 data privacy challenges and how to fix them

Fragmented data protection laws, technology disruptions, AI adoption, data governance and consumer trust are among the complex issues confronting businesses in need of remedies. Continue Reading
Opinion 25 Mar 2024

Trusted data is the foundation of data-driven decisions, GenAI

Any organization that wants to drive decision-making with data or use generative AI won't succeed without understanding how to cultivate trusted data. Continue Reading
News 19 Mar 2024

Confluent adds support for Apache Flink, unveils update

The streaming specialist has added a managed service for the popular open source compute layer so customers can use the tools of their choice to develop a data ecosystem. Continue Reading
Feature 18 Mar 2024

6 sustainability reporting data tips for IT

Data overload presents a real challenge to ESG reporting. But with the right practices, IT teams can streamline their collection processes and help ensure sustainability success. Continue Reading
Definition 15 Mar 2024

raw data (source data or atomic data)

Raw data is the data originally generated by a system, device or operation, and has not been processed or changed in any way. Continue Reading
Feature 15 Mar 2024

Key sustainability communications strategies for businesses

Sustainability communications are key to reaching lowered carbon emissions and other environmental goals. Learn practices that help improve outcomes and ways to avoid greenwashing. Continue Reading
Definition 13 Mar 2024

information governance

Information governance is a holistic approach to managing corporate information by implementing processes, roles, controls and metrics that treat information as a valuable business asset. Continue Reading
News 12 Mar 2024

Snowflake boosting its commitment to AI, including GenAI

Recent moves, including the appointment of a new CEO and the formation of a new partnership, are representative of the vendor's heightened focus on artificial intelligence. Continue Reading
News 11 Mar 2024

Alation platform update targets building a data culture

New business lineage and data discovery capabilities aimed at helping customers develop an enterprise-wide data culture are included in the data catalog specialist's latest update. Continue Reading
Definition 08 Mar 2024

electronic protected health information (ePHI)

Electronic protected health information (ePHI) is protected health information that is produced, saved, transferred or received in an electronic form. Continue Reading
News 05 Mar 2024

New Informatica governance suite automates data access

The vendor's new suite of AI-powered capabilities manage access to an enterprise's proprietary information to help ensure security and compliance while enabling analysis. Continue Reading
News 04 Mar 2024

What's next for Salesforce Einstein AI and Data Cloud

What's next for Salesforce as it builds Data Cloud and integrates it with Einstein AI? EVP and GM of both, Rahul Auradkar, explains what to expect. Continue Reading
Definition 04 Mar 2024

data quality

Data quality is a measure of a data set's condition based on factors such as accuracy, completeness, consistency, reliability and validity. Continue Reading
Tip 01 Mar 2024

5 ways to reduce an organization's digital carbon footprint

From optimizing video conferences to minimizing unnecessary data storage, learn practical strategies that can help shrink an organization's digital carbon footprint. Continue Reading
News 29 Feb 2024

Collibra adds AI governance to data management platform

The data management vendor's new suite adds capabilities aimed at enabling enterprises to safely and securely use AI the same way data governance frameworks apply to data. Continue Reading
Definition 23 Feb 2024

What is data governance and why does it matter?

Data governance is the process of managing the availability, usability, integrity and security of the data in enterprise systems, based on internal standards and policies that also control data usage. Continue Reading
Definition 14 Feb 2024

medical scribe

A medical scribe is a professional who specializes in documenting patient encounters in real time under the direction of a physician. Continue Reading
News 13 Feb 2024

Alation launches benchmark tool to assess data maturity

The data catalog specialist's new tool examines four key criteria, including literacy and governance, in assessing an organization's business intelligence culture. Continue Reading
Opinion 13 Feb 2024

Data management and governance key to successful AI use

AI's effectiveness is limited by data quality. Building strong data management and governance programs are crucial to handling the challenges that AI presents to organizations. Continue Reading
Feature 08 Feb 2024

Effective integration key to creating trusted data

Pipelines and platforms capable of managing volume and combining information from disparate sources in real time are key to the agile decision-making needs of modern organizations. Continue Reading
News 06 Feb 2024

New Acceldata co-pilot targets efficiency, broader use

The data observability specialist's new generative AI-powered capabilities are designed to help experts be more efficient as well as enable non-technical users to work with data. Continue Reading
News 31 Jan 2024

ThoughtSpot update adds feedback loop to help train GenAI

The vendor continues to focus on generative AI, updating its conversational interface with more in-depth analysis capabilities and adding new methods of improving LLM accuracy. Continue Reading
News 29 Jan 2024

Podcast: Sama responds to AI data labeling criticism

The data annotation and labeling vendor, which has faced criticism for its practices in Africa despite its social good mission, is out with a new platform to reduce model failure. Continue Reading
Feature 26 Jan 2024

Rise of generative AI heightens need for data quality

Good information has always been key to fuel good decisions, but with LLMs prone to hallucinations, it's critical that the models be trained with intelligence that can be trusted. Continue Reading
Feature 24 Jan 2024

18 top data catalog software tools to consider using in 2024

Numerous tools can be used to build and manage data catalogs. Here's a look at the key features, capabilities and components of 18 prominent data catalog tools. Continue Reading
Feature 24 Jan 2024

16 top data governance tools to know about in 2024

Data governance software can help organizations manage governance programs. Here's a look at the key features and capabilities of 16 prominent governance tools. Continue Reading
Tip 23 Jan 2024

7 records management systems to consider

Top records management systems like Box, DocuPhase, Laserfiche and SharePoint can help organizations store important documents and automate retention schedules. Continue Reading
News 18 Jan 2024

Ascend.io, DBT integration targets cost control, efficiency

The partnership aims to address the difficulty of efficiently and inexpensively deploying and managing data models developed in DBT by automating previously manual processes. Continue Reading
Feature 17 Jan 2024

An overview of Microsoft SharePoint

Microsoft offers on-premises and cloud versions of SharePoint to help organizations manage content. Core capabilities include collaboration, automation and data protection. Continue Reading
News 17 Jan 2024

Databricks launches platform for the telecom industry

The data lakehouse vendor's latest industry-specific set of tools is aimed at telecommunications providers that features a GenAI chatbot and customized analytics capabilities. Continue Reading
Definition 16 Jan 2024

artificial intelligence (AI) governance

Artificial intelligence governance is the legal framework for ensuring AI and machine learning technologies are researched and developed with the goal of helping humanity adopt and use these systems in ethical and responsible ways. Continue Reading
Feature 09 Jan 2024

Companies still grappling with building modern data platforms

Data platforms are crucial for managing and delivering data efficiently, but a recent survey from Enterprise Strategy Group showed that companies still struggle to implement them. Continue Reading
News 09 Jan 2024

Generative AI a key tech for analytics, but within limits

Despite its potential benefits, including increased productivity, users need to be wary of overreliance on generative AI given its propensity for delivering incorrect outputs. Continue Reading
News 09 Jan 2024

Dresner: Analytics trends include prioritization of BI

While generative AI is the BI craze of the moment, increased investments in BI, attempts to expand BI use to business users and embedded analytics are also in vogue. Continue Reading
Tip 28 Dec 2023

5 examples of records management

Examples of records management vary by types of records, such as front- and back-office records, and processes, such as retention schedule management and records disposal. Continue Reading
News 20 Dec 2023

Qlik's Mozaic acquisition adds decentralized data management

The longtime analytics vendor continues to expand into data management, now adding capabilities that enable a decentralized approach and an emphasis on data products. Continue Reading
News 19 Dec 2023

Snowflake acquisition of Samooha adds data clean room tools

The data cloud vendor's purchase aims to give users a way to share data with partners and collaborate on decisions without compromising data privacy and security. Continue Reading
Definition 18 Dec 2023

California Consumer Privacy Act (CCPA)

The California Consumer Privacy Act (CCPA) is legislation in the state of California that supports an individual's right to control their own personally identifiable information (PII). Continue Reading
Feature 12 Dec 2023

Why non-invasive data governance is the best approach to use

Organizations typically approach data governance with top-down or traditional approaches. Consultant Robert Seiner discusses what makes his non-invasive approach the best option. Continue Reading
Definition 30 Nov 2023

privacy policy

A privacy policy is a legal document that explains how an organization handles any customer, client or employee information gathered in its operations. Continue Reading
Definition 28 Nov 2023

data sovereignty

Data sovereignty is the concept that information that has been generated, processed, converted and stored in binary digital form is subject to the laws of the country in which it was generated. Continue Reading
News 28 Nov 2023

Starburst update adds new GenAI, streaming data features

Galaxy, the cloud-based version of the vendor's platform, now includes text-to-code translation capabilities as well as automated governance and real-time ingestion tools. Continue Reading
Feature 21 Nov 2023

American Airlines lowers data management costs with Intel

As the airline giant moves more of its data workloads to the cloud, tools from Intel's Granulate are making platforms such as Microsoft's Azure Data Lake more efficient. Continue Reading
Definition 20 Nov 2023

customer insight (consumer insight)

Customer insight, also known as consumer insight, is the understanding and interpretation of customer data, behaviors and feedback into conclusions that can be used to improve product development and customer support. Continue Reading
News 15 Nov 2023

IBI launches new full-featured data management platform

The data management and BI specialist has released Data Intelligence, an AI-driven suite that includes data quality and data integration capabilities in an integrated environment. Continue Reading
News 08 Nov 2023

Monte Carlo unveils data observability for vector databases

The vendor's new integration with vector database specialist Pinecone is designed to enable users to ensure quality of the data they use to train generative AI models. Continue Reading
News 03 Nov 2023

Generative AI capabilities highlight latest Denodo update

The data virtualization specialist's platform update includes natural language processing capabilities that reduce repetitive tasks as well as some complexities of data management. Continue Reading
News 01 Nov 2023

Snowflake previews slew of AI, governance, development tools

The data cloud vendor introduced more than a dozen features currently in various stages of development designed to help users build and govern data models and applications. Continue Reading
News 31 Oct 2023

Domino Data Lab seeks to accelerate generative AI responsibly

Domino's updated platform helps enterprises move from experimenting with GenAI models to full-on productions. The data science vendor partnered with Nvidia, Meta and Hugging Face. Continue Reading
News 25 Oct 2023

Alation adds trio of partnerships to improve data insight

The data catalog vendor's connectors to Monte Carlo, Sigma Computing and ThoughtSpot aim to make it easier for users to get insights from data to inform decisions and actions. Continue Reading
News 23 Oct 2023

Databricks' $100m acquisition of Arcion adds data ingestion

The data lakehouse specialist's latest purchase adds native data ingestion capabilities that will help users stream data in real time to inform AI and machine learning models. Continue Reading
News 19 Oct 2023

DBT Labs updates Semantic Layer, adds data mesh enablement

New semantic modeling capabilities include support for dynamic joins, while added support for data mesh represents evolution beyond the vendor's roots in data transformation. Continue Reading
News 11 Oct 2023

Data catalog expert Alation unveils genAI, benchmark tools

Analytics Cloud enables users to measure the maturity of their data management and analytics operations while new generative AI tools address the efficiency of data workers. Continue Reading
News 06 Oct 2023

Amazon launches DataZone, a new data management service

The tech giant's new service provides data governance, collaboration and catalog capabilities that enable organizations to find and operationalize data to inform decisions. Continue Reading
News 04 Oct 2023

Databricks improves support for generative AI models

A new service enables users to easily deploy privately built language models and uses a GPU-based architecture to optimize and manage the models once on the lakehouse platform. Continue Reading
News 26 Sep 2023

Acceldata makes acquisition to improve AI, LLM observability

The acquisition will give users more visibility into generative AI and LLM pipelines in addition to the traditional data pipelines already served by the vendor. Continue Reading
News 20 Sep 2023

Oracle unveils new suite for analytics, AI data management

The tech giant's new Fusion Data Intelligence Platform is aimed at fueling AI, BI and data management so customers can quickly take action based on analysis and insight. Continue Reading
News 19 Sep 2023

Automation Anywhere intros new generative AI tools

The new RPA tools come several months after the vendor added some initial GenAI capabilities to its platform and as vendors capitalize on the excitement about the AI technology. Continue Reading
News 13 Sep 2023

Denodo secures $336M equity investment to fuel growth

The data virtualization specialist plans to use the funds to drive expansion, including R&D efforts for generative AI and data governance as well as geographic growth. Continue Reading
News 12 Sep 2023

Einstein 1 Data Cloud fuels Salesforce's AI, analytics

The CRM giant's new metadata management layer is capable of processing more data than previous versions to better enable customers' artificial intelligence and analytics needs. Continue Reading
Definition 11 Sep 2023

steering committee

A steering committee comprises a group of high-ranking IT professionals who provide guidance and strategic direction to an organization or organizational segment. Continue Reading
News 07 Sep 2023

Collibra acquires data notebook vendor for analytics tools

The data management specialist will add query and analysis capabilities to its portfolio of data quality and data governance tools with its new acquisition. Continue Reading
News 06 Sep 2023

InfluxData launches new database for self-managed users

The time series database vendor completed the InfluxDB 3.0 product line with the release of InfluxDB Clustered, a version tailored for private cloud and on-premises deployments. Continue Reading
News 30 Aug 2023

Couchbase intros generative AI feature for its Capella DBaaS

The database vendor's new tool -- now in private preview -- uses LLM technology to make application developers more efficient by helping them more easily generate code. Continue Reading
Tip 28 Aug 2023

What are machine learning models? Types and examples

Training data and algorithms are key, but there are many learning techniques, processes and practices that influence the selection, care and feeding of machine learning models. Continue Reading
Definition 28 Aug 2023

ISACA

ISACA is an independent, nonprofit, global association that engages in the development, adoption and use of globally accepted information system (IS) knowledge and practices. Continue Reading
News 23 Aug 2023

VMware, Nvidia unveil tech for building private enterprise AI

Available in early 2024, VMware's Private AI Foundation with Nvidia combines VMware Cloud Foundation with Nvidia AI Enterprise to help companies build private generative AI. Continue Reading
Definition 11 Aug 2023

message authentication code (MAC)

A message authentication code (MAC) is a cryptographic checksum applied to a message in network communication to guarantee its integrity and authenticity. Continue Reading
Definition 09 Aug 2023

Continuity of Care Document (CCD)

A Continuity of Care Document (CCD) is an electronic, patient-specific document detailing a patient's medical history. Continue Reading
Definition 08 Aug 2023

disambiguation

Disambiguation is the process of determining a word's meaning -- or sense -- within its specific context. Continue Reading
Definition 08 Aug 2023

consumer privacy (customer privacy)

Consumer privacy, also known as customer privacy, involves the handling and protection of the sensitive personal information provided by customers in the course of everyday transactions. Continue Reading
Definition 03 Aug 2023

SOC 2 (System and Organization Controls 2)

SOC 2 (System and Organization Controls 2), pronounced "sock two," is a voluntary compliance standard for ensuring that service providers properly manage and protect the sensitive data in their care. Continue Reading
News 01 Aug 2023

Small language models emerge for domain-specific use cases

Because LLMs suffer from accuracy and security problems, some organizations are developing generative AI systems trained with their own company data to address specific use cases. Continue Reading
News 28 Jul 2023

Beyond generative AI, data quality a data management trend

Vendors and users have mostly focused on generative AI so far in 2023, but observability to ensure quality and governance also remain key to successful pipelines for analytics. Continue Reading
Definition 27 Jul 2023

ACID (atomicity, consistency, isolation, and durability)

In transaction processing, ACID (atomicity, consistency, isolation, and durability) is an acronym and mnemonic device used to refer to the four essential properties a transaction should possess to ensure the integrity and reliability of the data involved in the transaction. Continue Reading
News 25 Jul 2023

Wayfair and the generative AI boom

The online home and furniture retailer is using the technology despite challenges such as unauthorized use of data and maintaining data privacy. It also released a room-planning tool. Continue Reading
Definition 21 Jul 2023

Continuity of Care Record (CCR)

The Continuity of Care Record, or CCR, provides a standardized way to create electronic snapshots about a patient's health information. Continue Reading
Definition 20 Jul 2023

dimension table

In data warehousing, a dimension table is a database table that stores attributes describing the facts in a fact table. Continue Reading
Definition 20 Jul 2023

legal health record (LHR)

A legal health record (LHR) refers to documentation about a patient's personal health information that is created by a healthcare organization or provider. Continue Reading
News 18 Jul 2023

Confluent partner plan aids streaming data platform delivery

The vendor's Connect With Confluent program enables technology partners to deliver event data to end users in real time through integrations with Confluent Cloud. Continue Reading
Definition 17 Jul 2023

taxonomy

Taxonomy is the science of classification according to a predetermined system, with the resulting catalog used to provide a conceptual framework for discussion, analysis or information retrieval. Continue Reading
News 11 Jul 2023

Teradata makes VantageCloud Lake available on Azure

By making its cloud-native platform natively available on Azure, the data management and analytics vendor aims to more smoothly enable users to run machine learning and BI tasks. Continue Reading
Feature 06 Jul 2023

Business efficiency a place to start with generative AI

Increased efficiency is one of the main benefits of large language models, so one of the easiest ways for enterprises to start using LLM technology is by targeting inefficiencies. Continue Reading
Feature 06 Jul 2023

Generative AI hype evolving into reality in data, analytics

Organizations are already beginning to apply the technology to their data operations, helping expand analytics use to more employees and boosting the efficiency of data experts. Continue Reading
Opinion 28 Jun 2023

Grow data trust to avoid customer and corporate consequences

A lack of data trust can undermine customer loyalty and corporate success. To avoid the consequences, understand the effects of poor data trust and learn key steps to build it. Continue Reading
News 27 Jun 2023

Snowflake targets generative AI with new capabilities

The vendor unveiled new features -- including new containerization capabilities in Snowpark -- to create a secure environment for developers to build LLM-infused applications. Continue Reading
News 26 Jun 2023

Databricks acquiring MosaicML to add more generative AI

The data lakehouse vendor's purchase of the generative AI vendor will enable customers to build and train language models specific to their needs by using their own data. Continue Reading
News 20 Jun 2023

Starburst Galaxy update targets governance, data access

The vendor's latest update includes the public preview of Gravity, a centralized access and governance layer that enables users to better control and connect data across clouds. Continue Reading
News 16 Jun 2023

Dremio adds first generative AI-infused tool, intros others

The vendor's initial generative AI-infused tool is Text-to-SQL, which enables customers to work with data using natural language that automatically gets translated to code. Continue Reading
News 15 Jun 2023

Monte Carlo boosts data observability with generative AI

The vendor unveiled tools aimed at improving engineering efficiency, one enabling data engineers to more easily fix code and another enabling code generation with natural language. Continue Reading
News 14 Jun 2023

Informatica adds data governance with Privitar acquisition

By acquiring the access control specialist, the data management vendor hopes to better enable users to ensure data security amid the growing complexity of their data operations. Continue Reading
News 07 Jun 2023

Ascend.io, Databricks integration improves data visibility

The update includes support for Databricks' Unity Catalog to enable joint customers to better organize and view datasets that can be used to inform data science and BI projects. Continue Reading
Definition 06 Jun 2023

digital ecosystem

A digital ecosystem is a group of interconnected information technology resources that can function as a unit. Continue Reading