CIO Business Intelligence

DECEMBER 11, 2024

One field that is gaining attention is data intelligence, which uses metadata to provide visibility and a deeper and broader understanding of data quality, context, usage, and impact.

Risk 111

Risk Data Strategy Strategy Data Governance 111

AWS Big Data

OCTOBER 29, 2024

The CDH is used to create, discover, and consume data products through a central metadata catalog, while enforcing permission policies and tightly integrating data engineering, analytics, and machine learning services to streamline the user journey from data to insight. Data stewards create and manage these packages through the CDH interface.

Data Lake 107

Data Lake Sales Metadata Machine Learning 107

Rocket-Powered Data Science

MARCH 10, 2020

Consider this marketing attribution use case: person A sees the marketing campaign, person A talks about it on their social media account, person B is connected to person A and sees the comment, and subsequently person B buys the product. How does one express “context” in a data model? The campaign looks like a failure.

Metadata 250

Metadata Machine Learning Prescriptive Analytics ROI 250

Smart Data Collective

MARCH 22, 2023

AI has been a highly useful technology for marketers over the past few years. However, new advances in AI continue to make drive new changes in the marketing profession. As a result, analysts anticipate that the market size for AI technology in the marketing sector will be worth nearly $108 billion by 2028.

Marketing 116

Marketing Manufacturing Modeling Metadata 116

AWS Big Data

DECEMBER 4, 2024

The Institutional Data & AI platform adopts a federated approach to data while centralizing the metadata to facilitate simpler discovery and sharing of data products. A data portal for consumers to discover data products and access associated metadata. Subscription workflows that simplify access management to the data products.

Metadata 105

Metadata Data Governance Data Quality Data-driven 105

Cloudera

AUGUST 6, 2024

Vendors with proprietary formats and query engines made their pitches, and over the years the market listened, and data leaders made their decisions. And for that future to be a reality, data teams must shift their attention to metadata, the new turf war for data. Data teams actually need to unify the metadata.

Metadata 82

Metadata Cost-Benefit Management Enterprise 82

AWS Big Data

JANUARY 15, 2025

From here, the metadata is published to Amazon DataZone by using AWS Glue Data Catalog. The data in the central data warehouse in Amazon Redshift is then processed for analytical needs and the metadata is shared to the consumers through Amazon DataZone. This process is shown in the following figure.

IoT 111

IoT Machine Learning Metadata Data-driven 111

AWS Big Data

NOVEMBER 19, 2024

Solution overview By combining the powerful vector search capabilities of OpenSearch Service with the access control features provided by Amazon Cognito , this solution enables organizations to manage access controls based on custom user attributes and document metadata. If you don’t already have an AWS account, you can create one.

Management 98

Management Metadata Manufacturing Testing 98

Smart Data Collective

AUGUST 25, 2020

The digital marketing field has become far more datacentric in recent years. Web developers utilized data to some capacity as well, but marketers rarely considered doing so. Big data has become critical to the evolution of digital marketing. Hadoop technology is helping disrupt online marketing in various ways.

Data mining 137

Data mining Metadata Big Data ROI 137

O'Reilly on Data

MARCH 22, 2019

I’m not OK with those same images going to an insurance consortium, where they can become evidence of a “pre-existing condition,” or to a marketing organization that can send me fake diagnoses. I am fine with medical imagery being sent to a research study where it can be used to train radiologists and the AI systems that assist them.

Metadata 275

Metadata Advertising Insurance Modeling 275

AWS Big Data

OCTOBER 21, 2024

Business analysts enhance the data with business metadata/glossaries and publish the same as data assets or data products. Users can search for assets in the Amazon DataZone catalog, view the metadata assigned to them, and access the assets. Amazon Athena is used to query, and explore the data. AWS Glue is used for this integration.

Sales 115

Sales Data-driven Data Processing Key Performance Indicator 115

O'Reilly on Data

JANUARY 28, 2019

Eric Posner, Glen Weyl, and others have made this argument , which essentially substitutes a market economy for consent: if you pay me enough, I'll let you use my data. However, markets don’t solve many problems. And it doesn't work whether or not consent is mediated by a market. Consent, to put it bluntly, does not work."

Insurance 247

Insurance Metadata Data Collection Marketing 247

Smart Data Collective

FEBRUARY 11, 2021

A Digital Asset Management (DAM) software is, for many businesses, a necessity to keep control of content and marketing material. However, while most marketing leaders either have access to this technology or plan on acquiring it, many of them are not realizing its full potential. So, how can they go about maximizing this potential?

Marketing 107

Marketing Data Analytics Management Analytics 107

CIO Business Intelligence

NOVEMBER 19, 2024

You pull an open-source large language model (LLM) to train on your corporate data so that the marketing team can build better assets, and the customer service team can provide customer-facing chatbots. Imagine that you’re a data engineer. The data is spread out across your different storage systems, and you don’t know what is where.

Management 116

Management Unstructured Data Deep Learning Metadata 116

Cloudera

JANUARY 26, 2024

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. First, a set of initial metadata objects are created by the data steward.

Metadata 73

Metadata Data Governance Management Finance 73

CIO Business Intelligence

DECEMBER 18, 2024

Other skills added for marketing, commerce, and service use cases include Marketing Campaign and Commerce Merchant skills, scheduling skills for service engagements, and new skills for field service workers. This ability builds on the deep metadata context that Salesforce has across a variety of tasks.

Enterprise 98

Enterprise IT Sales Metadata 98

AWS Big Data

OCTOBER 30, 2024

Solution overview To demonstrate these capabilities, consider a use case where your marketing team wants to drive a campaign that’s focused on product adoption. After the subscription is approved, the data assets become available within your marketing team’s project environment in Amazon DataZone.

Visualization 119

Visualization Data Lake Testing Data Governance 119

erwin

JANUARY 9, 2020

That’s because it’s the best way to visualize metadata , and metadata is now the heart of enterprise data management and data governance/ intelligence efforts. From regulatory compliance and business intelligence to target marketing, data modeling maintains an automated connection back to the source.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

Ontotext

FEBRUARY 16, 2023

In order to empower enterprises to turn their static documents into actionable data, we’ve developed Ontotext Metadata Studio – an all-in-one environment facilitating the creation, evaluation and improvement of the quality of text analytics services. What Are The Benefits Of Using Ontotext Metadata Studio?

Metadata 59

Metadata Measurement Metrics Modeling 59

Ontotext

MARCH 13, 2024

Motivated by our marketing team’s aim to simplify content discovery on our website, we initiated the Ontotext Knowledge Graph (OTKG) project. We started with our marketing content and quickly expanded that to also integrate a set of workflows for data and content management. What is OTKG?

Marketing 72

Marketing Knowledge Discovery Metadata Data-driven 72

Cloudera

DECEMBER 6, 2024

It could be metadata that you weren’t capturing before. That kind of information is going to become very valuable, and people are going to bid and build markets against that. And the value of the 10% is as much as the 85% and as much as the next 5% to get to 95%. To get to a full 100%, that last 5% is even more valuable.

Manufacturing 82

Manufacturing Forecasting Metadata Data Processing 82

erwin

OCTOBER 8, 2020

But even with the “need for speed” to market, new applications must be modeled and documented for compliance, transparency and stakeholder literacy. With all these diverse metadata sources, it is difficult to understand the complicated web they form much less get a simple visual flow of data lineage and impact analysis.

Data Governance 145

Data Governance Metadata Testing Data Lake 145

Rocket-Powered Data Science

FEBRUARY 15, 2023

Know thy data: understand what it is (formats, types, sampling, who, what, when, where, why), encourage the use of data across the enterprise, and enrich your datasets with searchable (semantic and content-based) metadata (labels, annotations, tags). Conduct market research. The latter is essential for Generative AI implementations.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

AWS Big Data

APRIL 3, 2024

Iceberg tables maintain metadata to abstract large collections of files, providing data management features including time travel, rollback, data compaction, and full schema evolution, reducing management overhead. Snowflake writes Iceberg tables to Amazon S3 and updates metadata automatically with every transaction.

Data Lake 124

Data Lake Snapshot Metadata Data Architecture 124

Smart Data Collective

JULY 15, 2021

By using metadata (or short descriptions), data catalogs help companies gather, organize, retrieve, and manage information. A data catalog will usually have a search tool, a separate data discovery tool, a glossary, and a metadata registry. Metadata registries organize various data sets according to categories and fields.

Metadata 133

Metadata IT Data-driven Data Quality 133

erwin

JANUARY 3, 2020

That’s because it’s the only way to visualize metadata, and metadata is now the heart of enterprise data management and governance/ intelligence efforts. Marketing even will get its own line item in the IT budget.

Data Governance 139

Data Governance Digital Transformation IoT Metadata 139

AWS Big Data

OCTOBER 4, 2023

An Amazon DataZone domain contains an associated business data catalog for search and discovery, a set of metadata definitions to decorate the data assets that are used for discovery purposes, and data projects with integrated analytics and ML tools for users and groups to consume and publish data assets.

Metadata 119

Metadata Data Lake Publishing Data Governance 119

erwin

DECEMBER 9, 2024

Metadata is the basis of trust for data forensics as we answer the questions of fact or fiction when it comes to the data we see. Being that AI is comprised of more data than code, it is now more essential than ever to combine data with metadata in near real-time.

Metadata 52

Metadata Data Quality Sales Modeling 52

O'Reilly on Data

MARCH 31, 2020

You’re responsible for the design, the product-market fit, and ultimately for getting the product out the door. You might have millions of short videos , with user ratings and limited metadata about the creators or content. Even if a product is feasible, that’s not the same as product-market fit. AI doesn’t fit that model.

Management 363

Management Machine Learning Experimentation Metrics 363

AWS Big Data

JULY 29, 2024

Prerequisites For the workflow described in this post, we assume a single AWS account, a single AWS Region, and a single AWS Identity and Access Management (IAM) user, who will act as Amazon DataZone administrator, Sales team (producer), and Marketing team (consumer). Set up environment profiles for the Sales and Marketing teams.

Data Warehouse 109

Data Warehouse Sales Metadata Publishing 109

CIO Business Intelligence

MARCH 4, 2025

The analyst also expects AgentExchange to be a new route to market for Salesforce partners, both individual developers and software firms, as the assets listed on the marketplace can be monetized or used to propagate any innovation. Will it be easy to tie in ones own data to give a more personalized user experience? What is AgentExchange?

Metadata 64

Metadata Manufacturing Finance Software 64

Cloudera

MARCH 4, 2024

This will allow a data office to implement access policies over metadata management assets like tags or classifications, business glossaries, and data catalog entities, laying the foundation for comprehensive data access control. First, a set of initial metadata objects are created by the data steward.

Metadata 52

Metadata Data Governance Management Finance 52

datapine

SEPTEMBER 29, 2022

quintillion bytes of data being produced on a daily basis and the wide range of online data analysis tools in the market, the use of data and analytics has never been more accessible. It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

OCTOBER 24, 2024

The sharpness in the comments makes it clear how important it is for manufacturers to stake out their terrain in the highly competitive AI market. Let’s be real—Copilot’s a flop because Microsoft lacks the data, metadata, and enterprise security models to create real corporate intelligence.” Microsoft rebranding Copilot as ‘agents’?

Metadata 111

Metadata Manufacturing Enterprise Sales 111

AWS Big Data

AUGUST 13, 2024

As an Amazon DataZone administrator, you can now create domain units (such as Sales or Marketing) under the top-level domain and assign domain unit owners to further manage the data team’s structure. Marketing – Strategies, techniques, and practices aimed at promoting products, services, or ideas to potential customers.

Data Governance 119

Data Governance Metadata Enterprise Sales 119

erwin

JANUARY 23, 2025

Given their birds eye view of the market and a consistent focus, industry analysts can be a valuable source of information as you evaluate best options for your priorities and data intelligence and governance roadmap ahead. So, what are industry analyst firms saying about erwin by Quest? and/or its affiliates in the U.S.

Metadata 52

Metadata Data Quality Data Governance Software 52

O'Reilly on Data

MARCH 18, 2020

Two functional areas—marketing/advertising/PR and operations/facilities/fleet management—see usage share of about 20%. Ideally, data provenance , data lineage , consistent data definitions , rich metadata management , and other essentials of good data governance would be baked into, not grafted on top of, an AI project.

Enterprise 349

Enterprise Deep Learning Data Governance Risk 349