CIO Business Intelligence

APRIL 8, 2025

As data-centric AI, automated metadata management and privacy-aware data sharing mature, the opportunity to embed data quality into the enterprises core has never been more significant. Data fabric Metadata-rich integration layer across distributed systems. Implementation complexity, relies on robust metadata management.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

Cloudera

DECEMBER 6, 2024

85% accuracy in finance can put you in jail. It could be metadata that you weren’t capturing before. But 85% accuracy in the supply chain means you have no manufacturing operations. Therefore, the next 10%, which are small language models, are going to come into play. To get to a full 100%, that last 5% is even more valuable.

Manufacturing 82

Manufacturing Forecasting Metadata Data Processing 82

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

O'Reilly on Data

DECEMBER 19, 2018

Anomaly detection may have originated in finance, but it is becoming a part of every data scientist’s toolkit. Metadata analysis makes it possible to build data catalogs, which in turn allow humans to discover data that’s relevant to their projects. Over the past 50 years, we’ve developed excellent tools for working with software.

Machine Learning 279

Machine Learning Software Metadata Testing 279

Alation

FEBRUARY 13, 2020

In an earlier blog, I defined a data catalog as “a collection of metadata, combined with data management and search tools, that helps analysts and other data users to find the data that they need, serves as an inventory of available data, and provides information to evaluate fitness data for intended uses.”.

Metadata 52

Metadata Management Data Lake Data Governance 52

CIO Business Intelligence

NOVEMBER 27, 2024

New sensors are likely to be more precise and more accurate, customer support requests will be about newer versions of your products, or you’ll get more metadata about new prospects from their online footprint. For AI, there’s no universal standard for when data is ‘clean enough.’

Enterprise 141

Enterprise Data Quality Structured Data Modeling 141

CIO Business Intelligence

MARCH 4, 2025

The new marketplace will initially feature action, topics, and templates from 200 partners for sales, service, finance, HR, productivity, and operations across various industries, including manufacturing, retail, education, hospitality, and healthcare. What is AgentExchange?

Metadata 64

Metadata Manufacturing Finance Software 64

Data Virtualization

MARCH 28, 2024

As noted in the Gartner Hype Cycle for Finance Data and Analytics Governance, 2023, “Through. The post My Understanding of the Gartner® Hype Cycle™ for Finance Data and Analytics Governance, 2023 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Finance 69

Finance Digital Transformation Analytics Data Integration 69

erwin

JULY 2, 2020

This matters because, as he said, “By placing the data and the metadata into a model, which is what the tool does, you gain the abilities for linkages between different objects in the model, linkages that you cannot get on paper or with Visio or PowerPoint.” We maintain business domain models in addition to the enterprise model.”.

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

Alation

OCTOBER 26, 2021

Because of the criticality of the data they deal with, we think that finance teams should lead the enterprise adoption of data and analytics solutions. And while some might see finance as the most conservative department in an enterprise, we believe that they can become innovators, driving how their business consumes and uses data.

Finance 52

Finance Data Transformation Enterprise Metrics 52

O'Reilly on Data

MARCH 18, 2020

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. A large share of survey respondents use AI in customer service, marketing, operations, finance, and other domains.

Enterprise 349

Enterprise Deep Learning Data Governance Risk 349

Octopai

APRIL 8, 2020

In order to achieve the above requirements, organizations often turn to automated metadata management platforms such as Octopai, to provide a single source of truth that stakeholders and government regulators can trust for accurate risk-reporting. Automated Data Lineage Ends BI Chaos Download our whitepaper to learn how!

Finance 52

Finance Cost-Benefit Metadata Data Architecture 52

AWS Big Data

APRIL 2, 2024

Without the right metadata and documentation, data consumers overlook valuable datasets relevant to their use case or spend more time going back and forth with data producers to understand the data and its relevance for their use case—or worse, misuse the data for a purpose it was not intended for.

Metadata 109

Metadata Metrics Data-driven Contextual Data 109

AWS Big Data

APRIL 8, 2024

Publish the table metadata to the Amazon DataZone business data catalog. Solution overview To demonstrate this new capability, we use a sample customer scenario where the finance team wants to access data owned by the sales team for financial analysis and reporting. The following diagram illustrates this workflow.

Finance 101

Finance Sales Publishing Metadata 101

AWS Big Data

AUGUST 13, 2024

Additionally, authorization policies can be configured for a domain unit permitting actions such as who can create projects, metadata forms, and glossaries within their domain units. Similarly, authorization policies can help organizations govern the management of organizational domains, collaboration, and metadata.

Data Governance 117

Data Governance Metadata Enterprise Sales 117

CIO Business Intelligence

MARCH 6, 2024

“Salesforce has a major advantage over many of its rivals, simply because it captures so much interaction data from its user base, and as such, the models are able to be trained on a massive number of Salesforce-specific tasks and processes, and the related metadata,” said Keith Kirkpatrick, research director at The Futurum Group.

IT 121

IT Metadata Interactive Enterprise 121

CIO Business Intelligence

NOVEMBER 22, 2022

The fabric, especially at the active metadata level, is important, Saibene notes. A key data observability attribute is that it acts on metadata, providing a safe way to monitor data directly within applications. Data needs to be viewed as a fully functional business area, no different than HR or finance,” she claims.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

AWS Big Data

JANUARY 16, 2024

Within Airflow, the metadata database is a core component storing configuration variables, roles, permissions, and DAG run histories. A healthy metadata database is therefore critical for your Airflow environment. The third component is for creating and storing backups of all configurations and metadata that is required to restore.

Strategy 111

Strategy Metadata Metrics Dashboards 111

AWS Big Data

JUNE 2, 2023

This JSON file contains the migration metadata, namely the following: A list of Google BigQuery projects and datasets. The state machine iterates on the metadata from this DynamoDB table to run the table migration in parallel, based on the maximum number of migration jobs without incurring limits or quotas on Google BigQuery.

Metadata 131

Metadata Data Warehouse Big Data Analytics 131

Octopai

JANUARY 21, 2020

How much time has your BI team wasted on finding data and creating metadata management reports? BI groups spend more than 50% of their time and effort manually searching for metadata. The cube, supported by automated metadata management , allows you to report on cross-sections of the data and its history and context within minutes.

OLAP 81

OLAP Metadata Online Analytical Processing Data Quality 81

Octopai

JULY 17, 2019

For example, when they’ve got Informatica for their ETL, Oracle for their data warehouse and Tableau for reporting, each of which has its own metadata labeling system managed by different teams, figuring out where a specific data element in a Tableau report came from can be impossible. How Metadata Fits Into Automated Data Lineage.

Metadata 72

Metadata Visualization Reporting Finance 72

Jet Global

DECEMBER 1, 2020

Finance teams often work with business intelligence (BI) tools to analyze data, identify trends, pinpoint discrepancies, and build informative, compelling reports for management. The good news is that an alternative exists that enables members of the finance team to set up and maintain a BI environment without all the hassle and expense.

Finance 78

Finance Data Warehouse OLAP Reporting 78

AWS Big Data

DECEMBER 5, 2024

We help people with all aspects of their property experience—not just buying, selling, and renting—through the richest content, data and insights, valuation estimates, and home financing solutions.

Metrics 90

Metrics Dashboards Testing Optimization 90

AWS Big Data

AUGUST 5, 2024

Member account 2 (Glue_Member_Account) is where metadata is cataloged in the Data Catalog and Lake Formation is enabled with IAM Identity Center integration. User Frank, part of awssso-finance – Frank will be able to select all columns and see rows after row-level filtering is applied. Select Column-based access. Choose Grant.

Data Lake 103

Data Lake Finance Sales Management 103

CIO Business Intelligence

MARCH 21, 2022

It doesn’t conform to a data model but does have associated metadata that can be used to group it. Finance: Data on accounts, credit and debit transactions, and similar financial data are vital to a functioning business. As in the finance sector, security and compliance are paramount concerns for data scientists.

Unstructured Data 137

Unstructured Data Data Analytics Analytics Data Science 137

datapine

SEPTEMBER 29, 2022

From customer relations to marketing, sales, and finances, being able to make informed decisions with your own data is just invaluable in today’s fast-paced world. It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

NOVEMBER 15, 2023

Additionally, it incorporates BMW Group’s internal system to integrate essential metadata, offering a comprehensive view of the data across various dimensions, such as group, department, product, and applications. Data providers and consumers are the two fundamental users of a CDH dataset.

Dashboards 111

Dashboards Analytics Metadata Data Warehouse 111

Cloudera

MAY 2, 2022

On top of that, sector-specific rules — in areas like healthcare and finance — are layering an incremental burden on businesses to make sure their data assets and processes are compliant. . There are many reasons to deploy a hybrid cloud architecture — not least cost, performance, reliability, security, and control of infrastructure.

Data Architecture 104

Data Architecture Metadata Digital Transformation Finance 104

AWS Big Data

JANUARY 24, 2024

More data files leads to more metadata stored in manifest files, and small data files often cause an unnecessary amount of metadata, resulting in less efficient queries and higher Amazon S3 access costs. The output will give a count of the number of data and metadata files deleted. resource('s3') bucket = s3.Bucket('

Snapshot 123

Snapshot Data Lake Metadata Optimization 123

AWS Big Data

MAY 4, 2023

In this post, we create two groups: sales and finance. sales' : '', isMemberOfGroupName("finance") ? Use the IdP metadata in block 4 and save the metadata file in.xml format (for example, metadata.xml ). Choose Choose file and upload the metadata file (.xml) Choose the plus sign and then choose Done.

Data Warehouse 96

Data Warehouse Finance Sales Metadata 96

Cloudera

APRIL 26, 2021

Table – Permissions granted at table scope apply to data or metadata within a given table. For example, you can allow access to a finance table to all users in the finance group, but deny access to all users in the interns group. Cell – Permissions granted at Cell scope apply to that exact cell coordinate.

Finance 95

Finance Testing Metadata Management 95

Jet Global

JANUARY 26, 2021

For larger enterprises, the company will be carrying forward it’s new cloud offering called Microsoft Dynamics 365 Finance & Supply Chain Management for Microsoft Dynamics AX customers. In the end, finance teams resort to the same time-consuming manual processes described earlier. Manual processes result in poor accuracy.

Reporting 98

Reporting Finance Data-driven Visualization 98

CIO Business Intelligence

MARCH 7, 2024

They have a ton of data, due to their massive customer base, from which to train models, as well as the metadata, which is the data that describes or carries the attributes of that data, like flows, mappings, and business rules,” says Kirkpatrick, research director at Futurum.

Enterprise 129

Enterprise Data-driven Metadata Modeling 129

CIO Business Intelligence

NOVEMBER 15, 2023

And don’t just rattle off project metadata. Say that it will be integrated with more than 30 of the company’s platforms and that it will be wielded daily by over 400 employees to satisfy their objectives across Finance, HR, and Manufacturing. If your IT organization has a team dedicated to Finance, consider handing them the mic.

Publishing 124

Publishing Reporting IT Finance 124

Cloudera

SEPTEMBER 15, 2022

Similar use cases exist across all other verticals like insurance, finance and telecommunications. . Apache Ozone achieves this significant capability through the use of some novel architectural choices by introducing bucket type in the metadata namespace server. Provides high performance namespace metadata operations similar to HDFS.

Metadata 87

Metadata Big Data Optimization Machine Learning 87

Timo Elliott

NOVEMBER 30, 2022

You lose the roots: the business context, the metadata, the connections, the hierarchies and security. In an increasingly uncertain world, SAP Analytics Cloud makes it easy to project current circumstances into the future, and do powerful predictive, scenario-based planning, across finance, HR, logistics and other areas. Conclusion.

Recreation/Entertainment 98

Recreation/Entertainment Metadata Data Warehouse Cost-Benefit 98

AWS Big Data

NOVEMBER 30, 2023

In this example, we chose the groups wssso-sales and awssso-finance. After you finish entering the required cluster metadata and create the resource, you can check the status for IdC integration in the properties. If this is the first time you’re assigning groups, then you’ll see a notification. Select Get started. Choose Done.

Data Warehouse 104

Data Warehouse Finance Sales Management 104