erwin

NOVEMBER 6, 2020

Prashant Parikh, erwin’s Senior Vice President of Software Engineering, talks about erwin’s vision to automate every aspect of the data governance journey to increase speed to insights. Although AI and ML are massive fields with tremendous value, erwin’s approach to data governance automation is much broader.

Data Governance 97

Data Governance Metadata Data-driven Visualization 97

CIO Business Intelligence

DECEMBER 10, 2024

Proving the ROI of AI can be elusive , but rushing to achieve it can prove costly. The CIO and CMO partnership must ensure seamless system integration and data sharing, enhancing insights and decision-making. That gives CIOs breathing room, but not unlimited tether, to prove the value of their gen AI investments.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

Alation

FEBRUARY 14, 2023

And a data breach poses more than just a PR risk — by violating regulations like GDPR , a data leak can impact your bottom line, too. This is where successful data governance programs can act as a savior to many organizations. This begs the question: What makes data governance successful? Where do you start?

Data Governance 52

Data Governance ROI Metrics Cost-Benefit 52

AWS Big Data

NOVEMBER 20, 2024

For example, one of our customers, Bristol Myers Squibb (BMS), leverages Amazon DataZone to address their specific data governance needs. This feature also supports metadata enforcement for subscription requests of a data product. For instructions on how to set this up, refer to Amazon DataZone data products.

Metadata 95

Metadata Data Governance Metrics Marketing 95

CIO Business Intelligence

DECEMBER 18, 2024

CIOs must tie resilience investments to tangible outcomes like data protection, regulatory compliance, and AI readiness. Resilience frameworks have measurable ROI, but they require a holistic, platform-based approach to curtail threats and guide the safe use of AI, he adds. Its a business imperative, says Juan Perez, CIO of Salesforce.

Risk 105

Risk Risk Management Cost-Benefit Measurement 105

CIO Business Intelligence

MARCH 19, 2025

Yet, while businesses increasingly rely on data-driven decision-making, the role of chief data officers (CDOs) in sustainability remains underdeveloped and underutilized. Most data management conferences and forums focus on AI, governance and security, with little emphasis on ESG-related data strategies.

IT 59

IT Data Governance Data-driven Metrics 59

datapine

SEPTEMBER 29, 2022

More generally, low-quality data can impact productivity, bottom line, and overall ROI. We’ll get into some of the consequences of poor-quality data in a moment. However, let’s make sure not to get caught in the “quality trap,” because the ultimate goal of DQM is not to create subjective notions of what “high-quality” data is.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

JANUARY 7, 2025

Wartons Navigating Gen AIs Early Year Report says 57% anticipate slower AI spending increases, an indicator that enterprises are still searching for ROI on their initial investment. 2025 will be the year when generative AI needs to generate value, says Louis Landry, CTO at Teradata.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

CIO Business Intelligence

OCTOBER 2, 2024

And Doug Shannon, automation and AI practitioner, and Gartner peer community ambassador, says the vast majority of enterprises are now focused on two categories of use cases that are most likely to deliver positive ROI. Having automated and scalable data checks is key.” For us, it’s all part of data governance.

Management 141

Management Data Governance Cost-Benefit Structured Data 141

CIO Business Intelligence

APRIL 30, 2025

These areas were chosen for their clear ROI potential. A 2025 study from Crane Venture Partners, which surveyed executives representing $3 to $4 billion in annual tech spending, found that over half of respondents cite data integration and interoperability as major hurdles, underscoring the gap between AI ambition and execution.

IT 139

IT Sales Cost-Benefit Data-driven 139

CIO Business Intelligence

OCTOBER 17, 2024

But the biggest point is data governance. You can host data anywhere — on-prem or in the cloud — but if your data quality is not good, it serves no purpose. Data governance was the biggest piece that we took care of. And we’ve already seen a big ROI on this.

Management 111

Management Insurance ROI Cost-Benefit 111

Alation

JANUARY 27, 2022

People might not understand the data, the data they chose might not be ideal for their application, or there might be better, more current, or more accurate data available. An effective data governance program ensures data consistency and trustworthiness. It can also help prevent data misuse.

Data Governance 52

Data Governance Analytics Cost-Benefit Data-driven 52

erwin

JUNE 17, 2021

erwin by Quest just released the “ 2021 State of Data Governance and Empowerment” report. This past year also saw a major shift as the silos between data governance, data operations and data protection diminished, with enterprises seeking to understand their data and the systems they use and secure to empower smarter decision-making.

Data Governance 59

Data Governance Data Quality Snapshot Reporting 59

CIO Business Intelligence

AUGUST 9, 2024

According to Pruitt, one major benefit of partnering with a cloud-agnostic data giant such as Databricks and developing a sophisticated data governance strategy is “just being able to have a single source of truth.” This allows us to excel in this space, and we can see some real-time ROI into those analytic solutions.”

Data Transformation 126

Data Transformation Machine Learning Data Lake Dashboards 126

CIO Business Intelligence

DECEMBER 11, 2024

The expectations for AI are high, with 40% of the survey respondents expecting a return of three times or greater ROI, and it is this expectation that is driving investment, with 43% of organisations planning investment increases of over 20% over the next twelve months. Unsurprisingly, lack of skills is cited as the biggest challenge.

ROI 59

ROI Experimentation Insurance Strategy 59

Alation

FEBRUARY 20, 2020

But, enterprises have still failed to realize the ROI. One reason is because traditional data governance models conform to an old world of analytics that focus on controlling data access and fail to succeed in the free-flowing world of self-service reporting, BI, and analytics. How Data Catalogs Can Help.

Data Governance 52

Data Governance Dashboards Data Lake Big Data 52

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. Can you have proper data management without establishing a formal data governance program?

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

CIO Business Intelligence

MAY 9, 2023

Like most CIOs you’ve no doubt leaned on ROI, TCO and KPIs to measure the business value of your IT investments. Of late, concerns about the public “cloud-first” approach have emerged to challenge business value and skewer ROI, TCO and KPIs. Maybe you’ve even surpassed expectations in each of these yardsticks.

ROI 126

ROI Cost-Benefit KPI Uncertainty 126

CIO Business Intelligence

JUNE 4, 2024

SAP Analytics Cloud will also, in the second half of the year, be able to connect to SQL data sources as live connections, eliminating the need to replicate data. We’ve been telling this for a long time that you need to focus on the ROI,” she said, adding that, at first, “everyone was jumping on productivity.

IT 122

IT Data Governance Business Objectives Visualization 122

erwin

FEBRUARY 7, 2019

Organization’s cannot hope to make the most out of a data-driven strategy, without at least some degree of metadata-driven automation. The volume and variety of data has snowballed, and so has its velocity. As such, traditional – and mostly manual – processes associated with data management and data governance have broken down.

Metadata 96

Metadata Insurance Data-driven Cost-Benefit 96

CIO Business Intelligence

NOVEMBER 2, 2023

But the enthusiasm must be tempered by the need to put data management and data governance in place. The Salesforce report found that 87% of technical leaders say that advances in AI make data management a higher priority and 92% say that trustworthy data is needed more than ever before.

Data Strategy 137

Data Strategy Strategy Sales Data Governance 137

erwin

DECEMBER 20, 2018

The driving factors behind data governance adoption vary. 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. Defining Data Governance.

Data Governance 40

Data Governance ROI Risk Management Metadata 40

Alation

FEBRUARY 20, 2020

With an on-premise deployment, enterprises have full control over data security, data access, and data governance. Without business context, business users are less likely to use the data lake and insights will be hard to come by. Get the latest data cataloging news and trends in your inbox. Conclusion.

Data Lake 52

Data Lake ROI Metadata Cost-Benefit 52

Cloudera

AUGUST 30, 2022

The reality is that we cannot take multiple years to realize an ROI as the industry is moving too quickly. Renovating it while realizing incremental ROI — customer or operational benefits — is the pragmatic approach to moving forward. We have to embrace the ecosystem approach to renovation.

Strategy 107

Strategy Data Strategy Cost-Benefit ROI 107

datapine

FEBRUARY 22, 2022

But the rewards outperform by far its costs, and it is well known that business intelligence ROI is real even if it is sometimes hard to quantify. While privacy and security are tight to each other, there are other ways in which data can be misused and you need to make sure you are carefully considering this when building your strategies.

Business Intelligence 218

Business Intelligence Strategy Cost-Benefit Dashboards 218

CDW Research Hub

MAY 29, 2019

Data governance helps organizations manage their information and answer questions about business performance, allowing them to better understand data, and govern it to mitigate compliance risks and empower information stakeholders. Checklist: Building an Enterprise Data Governance Program.

Data Governance 40

Data Governance Data Quality Metadata ROI 40

CIO Business Intelligence

MAY 10, 2023

In fact, the ROI was so high, we gained the trust of our executives to invest in a platform to begin centralizing data.” CIO contributing editor Julia King recently spoke with Betadam about Novanta’s unified shift from its fractured reporting culture to a more efficient data-driven organization. It’s the clean-up effort.

Data-driven 120

Data-driven IT Digital Transformation Data Governance 120

CIO Business Intelligence

FEBRUARY 5, 2024

The chosen devices must align with the performance requirements of the AI application, keeping in mind that the rise of edge-native workloads is rapidly driving the need for data-intensive compute at the edge. Data governance and compliance: Establishing robust data governance policies and complying with relevant regulations is critical.

Optimization 124

Optimization Data Governance IoT Enterprise 124

Alation

JULY 15, 2022

And, while change at large organisations is tough, data leaders would be wise to reframe such transformations as business opportunities rather than burdens. In other words, ethics and governance aren’t just about mitigating risk; with the right approach, they can boost profits, productivity, and ROI.

Cost-Benefit 89

Cost-Benefit Data Governance ROI Risk 89

datapine

DECEMBER 11, 2019

Improved data governance: Vertical SaaS is positioned to address data governance procedures via the inclusion of industry-specific compliance capabilities, which has the additional benefit of providing increased transparency. Mobile-first is, without a doubt, one of the most integral SaaS industry trends for 2020.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

Jen Stirrup

OCTOBER 28, 2019

They also need to consider their ROI over their data; their Risk of Incarceration (thank you to Karen Lopez for that one!). It is part of a wider strategy known as data governance. What is data governance, anyway? Even the blockchain is data. People need to be educated about ownership of data.

IT 85

IT Business Intelligence Data Governance Data Science 85

Smart Data Collective

NOVEMBER 24, 2020

Business intelligence software will be more geared towards working with Big Data. Data Governance. One issue that many people don’t understand is data governance. It is evident that challenges of data handling will be present in the future too. Increase in ROI.

Business Intelligence 134

Business Intelligence Visualization Dashboards Prescriptive Analytics 134

CIO Business Intelligence

MARCH 22, 2022

Then virtualize your data to allow business users to conduct aggregated searches and analyses using the business intelligence or data analytics tools of their choice. . Set up unified data governance rules and processes. With data integration comes a requirement for centralized, unified data governance and security.

Analytics 115

Analytics Key Performance Indicator Data Warehouse Data-driven 115

erwin

FEBRUARY 14, 2019

ROI doesn’t meet expectations, the customer experience isn’t quite right , and data gets exposed or mishandled. Getting a return on their investments in analytics and marketing technology requires hospitality companies to thoroughly understand the source of their data , the quality of the data, and the relevance of the data.

Digital Transformation 75

Digital Transformation Data Governance Data-driven ROI 75

DataRobot

MAY 20, 2021

Opportunity to deliver unbelievable ROI. Their session, Expand Your Reach with Data Cloud , explains how this integration drives AI adoption. In short, Snowflake makes it much easier to access data for a faster time-to-production model. This is crucial because as AI goes mainstream, trust in where data originates is paramount.

ROI 59

ROI Machine Learning Data Governance Modeling 59

erwin

AUGUST 31, 2023

Agile Modeling : Agile methodologies introduced flexibility, allowing data models to evolve alongside changing business needs. Data Governance : Incorporating data governance principles enabled better data management, ensuring data accuracy, consistency, and compliance.

Data-driven 98

Data-driven Modeling Enterprise Structured Data 98

Alation

FEBRUARY 1, 2022

A new research report by Ventana Research, Embracing Modern Data Governance , shows that modern data governance programs can drive a significantly higher ROI in a much shorter time span. And with data collection and replication growing so quickly, governance is more important than ever.

Data Lake 52

Data Lake Data Governance ROI Cost-Benefit 52