Octopai

FEBRUARY 26, 2024

Here, we delve into how Octopai’s automated data lineage platform is pivotal in transforming data management practices, thereby affecting ROI, reducing technical debt, and facilitating seamless migration and modernization efforts.

Metadata 52

Metadata ROI Optimization Data-driven 52

erwin

OCTOBER 29, 2020

We’re on a mission to automate all the tasks data stewards typically perform so they spend less time building and populating the data governance framework and more time using the framework to realize value and ROI. And you can schedule metadata scans to ensure it’s always refreshed and up to date.

Data Governance 105

Data Governance Metadata ROI Digital Transformation 105

erwin

OCTOBER 8, 2020

And you can’t risk false starts or delayed ROI that reduces the confidence of the business and taint this transformational initiative. 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

IBM Big Data Hub

OCTOBER 4, 2022

Today, AI presents an enormous opportunity to turn data into insights and actions, to amplify human capabilities, decrease risk and increase ROI by achieving break through innovations. This includes capturing of the metadata, tracking provenance and documenting the model lifecycle. It is an imperative.

Metadata 102

Metadata Risk Risk Management Experimentation 102

Jen Stirrup

MARCH 29, 2023

It can give business-oriented data strategy for business leaders to help drive better business decisions and ROI. The new SAP Datasphere catalog provides data lineage, metadata information, and quick searching capabilities across your SAP landscape. First, it can provide continuous transformation opportunities for the organization.

Metadata 120

Metadata Data Warehouse Data Integration Business Intelligence 120

Octopai

MAY 31, 2022

But the data needs to be managed so that it can be leveraged as an asset, driving your business forward and creating positive ROI. A data catalog uses your data ecosystem’s metadata to build a complete picture of every data asset: definition, calculation, access level, stewardship roles, and previews. when compared to a DIY version.

Management 52

Management Metadata Business Intelligence ROI 52

erwin

NOVEMBER 6, 2020

The clear benefit is that data stewards spend less time building and populating the data governance framework and more time realizing value and ROI from it. . Metadata Harvesting and Ingestion : Automatically harvest, transform and feed metadata from virtually any source to any target to activate it within the erwin Data Catalog (erwin DC).

Data Governance 97

Data Governance Metadata Data-driven Visualization 97

Data Virtualization

OCTOBER 18, 2022

Reading Time: 4 minutes “Le roi est mort, vive le roi.” This phrase—the king is dead, long live the king—marks the transfer of power from one monarch to the next. In times of potentially troublesome change, the apparent paradox and inner poetry of these.

Data Warehouse 98

Data Warehouse ROI Data Integration Internet of Things 98

IBM Big Data Hub

MAY 9, 2023

Today, AI presents an enormous opportunity to turn data into insights and actions, to help amplify human capabilities, decrease risk and increase ROI by achieving break through innovations. While the promise of AI isn’t guaranteed and may not come easy, adoption is no longer a choice. It is an imperative.

Metadata 78

Metadata Risk Experimentation Dashboards 78

DataKitchen

MAY 4, 2023

A domain is a unit that includes integrated or raw data, artifacts created from data, the code that acts upon the data, the team responsible for the data, and metadata such as data catalog, lineage, and processing history. Chris talks about the idea of a ‘domain’ as a principle of Data Mesh.

Measurement 130

Measurement Data-driven Testing Cost-Benefit 130

Alation

MARCH 31, 2023

“The most common roadblocks to the success of D&A initiatives are all human-related challenges,” they noted, citing: Skills shortages Lack of business engagement Difficulty accepting change Poor data literacy throughout the organization With D&A leaders under increasing pressure to show ROI, business alignment is critical.

Data Analytics 52

Data Analytics Analytics Metadata Data Governance 52

datapine

JANUARY 31, 2022

For example, in regards to marketing, traditional advertising methods of spending large amounts of money on TV, radio, and print ads without measuring ROI aren’t working like they used to. Business Intelligence And Analytics Lead To ROI. Such business intelligence ROI can come in many forms.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Octopai

JANUARY 19, 2021

Octopai can fully map the BI landscape and trace metadata movement in a mixed environment including complex multi-vendor landscapes. This thorough analysis provides a comprehensive 360-degree view for BI teams in less than seconds, a process that previously would have taken hours or days.

Metadata 52

Metadata ROI Optimization Data Quality 52

DataKitchen

JUNE 24, 2021

Whether it’s streaming, batch, virtualized or not, using active metadata, or just plain old regular coding, it provides a good way for the data and analytics team to add continuous value to the organization.”. DataOps Maximizes Your ROI. The panelists provided great advice for maximizing ROI with DataOps. .

ROI 211

ROI Metrics Measurement Cost-Benefit 211

Timo Elliott

NOVEMBER 30, 2022

And I’ve found that the Signavio solutions are a great way to help build the ROI case for innovation. You lose the roots: the business context, the metadata, the connections, the hierarchies and security. It’s a bit like having an X ray machine that you can shine into your organization to find out what’s going wrong.

Recreation/Entertainment 98

Recreation/Entertainment Metadata Data Warehouse Cost-Benefit 98

Octopai

MARCH 24, 2020

Let’s start with automated tools that foster the seamless interaction of multiple metadata best practices, such as data discovery, data lineage and the use of a business glossary. Here is an overview of how automated metadata management makes your business intelligence smarter. Technology that makes Business Intelligence Intelligent.

Metadata 43

Metadata Cost-Benefit Business Intelligence ROI 43

Alation

MARCH 11, 2022

Consider it now, too, as a product, which, if used correctly and by the right people, can provide real ROI. This data about data, AKA metadata , is an essential layer of your new meshy fabric. Once it’s set up, a data catalog will ingest metadata automatically from built-in connectors. First thing: Data is a powerful asset.

Metadata 52

Metadata Data Governance ROI Data Quality 52

O'Reilly on Data

MARCH 31, 2020

You might have millions of short videos , with user ratings and limited metadata about the creators or content. Job postings have a much shorter relevant lifetime than movies, so content-based features and metadata about the company, skills, and education requirements will be more important in this case. What delivers the greatest ROI?

Management 332

Management Machine Learning Experimentation Metrics 332

AWS Big Data

MARCH 7, 2023

Sources Data can be loaded from multiple sources, such as systems of record, data generated from applications, operational data stores, enterprise-wide reference data and metadata, data from vendors and partners, machine-generated data, social sources, and web sources. Let’s look at the components of the architecture in more detail.

Analytics 69

Analytics Data Warehouse Data Lake Metadata 69

Smart Data Collective

JANUARY 5, 2021

Click metadata can tell you what kinds of things they would like to see more. Impact = ROI. By leveraging social data to create better B2B sales funnel models, you will reap the benefits of its true impact in higher engagement, more conversions, and better ROI. Clicks can be the most revealing of all social data points.

B2B 127

B2B Sales Marketing Big Data 127

erwin

AUGUST 31, 2023

It delivers the ability to capture and unify the business and technical perspectives of data assets, enables effective collaboration between a variety of stakeholders, and delivers metadata-driven automation to accelerate the creation and maintenance of data sources on virtually any data management platform.

Data-driven 98

Data-driven Modeling Enterprise Structured Data 98

Timo Elliott

JUNE 19, 2023

I’ve really found that it’s a fantastic way of explaining the benefits, the possible ROI, from digital transformation, which historically has been something that’s relatively hard to do. You lose the roots, the metadata, the hierarchies, the real-level security. It works, but it’s a lot of hard work.

Data Lake 105

Data Lake Digital Transformation Recreation/Entertainment Technology 105

AWS Big Data

NOVEMBER 29, 2023

Redshift significantly improved our business ROI efficiency.” – PengBo Yang, CTO, JOYME Data pipelines can be challenging and costly to build and manage and can create hours-long delays to obtain transactional data for analytics. With Redshift, we are able to view risk counterparts and data in near real time— instead of on an hourly basis.

Data Warehouse 100

Data Warehouse Data Lake Analytics Machine Learning 100

CDW Research Hub

MAY 29, 2019

Identify where your company currently stands in data governance, while keeping in mind your master data management plan, data quality goals, data stewardship, data lineage, and metadata. Add a projected ROI on solving individual issues. Then, prioritize where you want to be. Start to develop a data governance framework.

Data Governance 40

Data Governance Data Quality ROI Metadata 40

erwin

DECEMBER 20, 2018

Whether implemented as preventative measures (risk management and regulation) or proactive endeavors (value creation and ROI), the benefits of a data governance initiative is becoming more apparent. Its value can be hard to demonstrate to those who don’t work directly with data and metadata on a daily basis. to Data Governance 2.0

Data Governance 40

Data Governance ROI Risk Management Metadata 40

Alation

APRIL 19, 2021

A data catalog answers these questions with metadata, which labels the most useful (and used) data. Cloud migration is a complicated and time-consuming process, but it can be done well and with an exceptional ROI if you plan accordingly. Data Strategy Drives Cloud Strategy. What data is the most popular? Which are deprecated?

Cost-Benefit 111

Cost-Benefit Strategy Enterprise Data Strategy 111

Octopai

FEBRUARY 21, 2022

Sorting through your data assets and processes has a direct impact on the ROI and success of your migration. Cranky employees tend to have a negative impact on your ROI. Resist the temptation. I know someone who was born and grew up in the United States but never lived there permanently as an adult.

Recreation/Entertainment 78

Recreation/Entertainment Cost-Benefit ROI Reporting 78

O'Reilly on Data

FEBRUARY 11, 2020

These include the basics, such as metadata creation and management, data provenance, data lineage, and other essentials. They’re still struggling with the basics: tagging and labeling data, creating (and managing) metadata, managing unstructured data, etc. They don’t have the resources they need to clean up data quality problems.

Data Quality 304

Data Quality Metadata Data Governance Publishing 304

Octopai

OCTOBER 5, 2021

Data catalog tools that utilize automation will routinely review all metadata within your BI landscape and update your data catalog accordingly. Return on investment (ROI). But relying on users to manually update the catalog for every change will leave your catalog perpetually out-of-date. Are these likely to change over time?

Business Intelligence 84

Business Intelligence Software Cost-Benefit Metadata 84

Cloudera

NOVEMBER 12, 2020

Over-sizing” helps during times of peak demand but justifying the ROI for such over-provisioning is next to impossible. Inability to maintain context – This is the worst of them all because every time a data set or workload is re-used, you must recreate its context including security, metadata, and governance.

Data Warehouse 102

Data Warehouse Reporting Risk Cost-Benefit 102

IBM Big Data Hub

FEBRUARY 14, 2024

Deliver new insights Expert systems can be trained on a corpus—metadata used to train a machine learning model—to emulate the human decision-making process and apply this expertise to solve complex problems. AIOps is one of the fastest ways to boost ROI from digital transformation investments.

Cost-Benefit 88

Cost-Benefit Insurance Unstructured Data Machine Learning 88

Domino Data Lab

AUGUST 8, 2019

The gist is, leveraging metadata about research datasets, projects, publications, etc., provides ways to kill 2-3 birds with one stone: better recommendations for people leveraging that data, along with better data governance, along with better ROI on research funding. Do those concerns sound familiar? No big deal.”.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Alation

FEBRUARY 20, 2020

While there are good tools that provide a technical foundation (AWS Glue, Cloudera Navigator, Apache Atlas), understanding the business context is what is most critical to promote business value and ultimately provide a return on investment (ROI) in the data lake. How to Catalog AWS S3 with Alation. Conclusion. Subscribe to Alation's Blog.

Data Lake 52

Data Lake ROI Metadata Cost-Benefit 52

Anmut

NOVEMBER 3, 2020

This means they make considered data investment plans – prioritising data investments to get the best ROI from this unique asset. This data about data – metadata – adds value to the original data, and is itself a valuable asset. Today, the most successful organisations are the ones that have, and understand, their data assets.

Management 52

Management ROI Metadata Data Quality 52

In(tegrate) the Clouds

DECEMBER 21, 2015

At the same time, big data solutions will mature (read: security, governance, metadata management) and go beyond the role of being primarily developer tools for highly skilled programmers. New technology platforms must demonstrate a fast time to value and quantifiable ROI or they will no longer be relevant.”.

Technology 45

Technology Internet of Things Digital Transformation Software 45

Jet Global

MAY 1, 2023

Return on Investment Now we bring it all together to calculate the ROI on embedded analytics. Costs: The investment in developing and maintaining the solution. “-1”: The formula assures that a positive ROI is achieved only when benefits exceed the costs. The formula looks like this: ($750k / $250k) = 3, so the ROI is 200 percent.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

Andrew White

JANUARY 11, 2021

We cannot of course forget metadata management tools, of which there are many different. Our operational teams are dissuaded from embracing D&A pilot programs into their operations because the ROI is so small. How do we verify ROI on data and analytics efforts? For things like data science labs there is no ROI.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52