CIO Business Intelligence

JANUARY 7, 2025

In some cases, the business domain in which the organization operates (ie, healthcare, finance, insurance) understandably steers the decision toward a single cloud provider to simplify the logistics, data privacy, compliance and operations. This new paradigm of the operating model is the hallmark of successful organizational transformation.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

CIO Business Intelligence

JANUARY 30, 2025

These changes can expose businesses to risks and vulnerabilities such as security breaches, data privacy issues and harm to the companys reputation. Gartner surveyed IT and Data Analytics leaders and found that only 46% had an AI governance framework implemented. Start with: An AI culture. Why is something better than nothing?

Testing 93

Testing Metrics Cost-Benefit Modeling 93

CIO Business Intelligence

JULY 23, 2024

Gen AI has become a priority tool across all industries for all types of companies, where up to 40% have a budget or related gen AI initiatives, and 30% believe this technology is disruptive to the business, according to recent data from IDC. Its implementation of a decentralized model, for instance, stands out. “It

Strategy 115

Strategy Digital Transformation Technology Business Intelligence 115

CIO Business Intelligence

APRIL 29, 2022

Launching a data-first transformation means more than simply putting new hardware, software, and services into operation. True transformation can emerge only when an organization learns how to optimally acquire and act on data and use that data to architect new processes. Key features of data-first leaders.

Digital Transformation 132

Digital Transformation Data-driven Strategy Data Strategy 132

David Menninger's Analyst Perspectives

APRIL 22, 2025

The reported incident revealed that DeepSeek AI had left its ClickHouse database accessible to the public, exposing over one million lines of log entry data. This data included chat histories, secret keys and other sensitive information. Balancing rapid innovation in AI with robust security measures is paramount.

Measurement 130

Measurement Risk Strategy Data-driven 130

CIO Business Intelligence

JUNE 6, 2024

When it’s done well, every choice is calculated, made mindfully of both its short- and long-run impacts, and of the delicate balance in which it must hold certain key variables — cost, productivity, digital maturity, and the potential to build capabilities that last. In many cases,” explains Perkins, “we’ve become supplier-managers.

Strategy 122

Strategy IT Cost-Benefit Digital Transformation 122

CIO Business Intelligence

MAY 28, 2022

Eight years ago, McGlennon hosted an off-site think tank with his staff and came up with a “technology manifesto document” that defined in those early days the importance of exploiting cloud-based services, becoming more agile, and instituting cultural changes to drive the company’s digital transformation.

Insurance 145

Insurance Machine Learning Digital Transformation Cost-Benefit 145

CIO Business Intelligence

NOVEMBER 2, 2023

Rapid advancements in artificial intelligence (AI), particularly generative AI are putting more pressure on analytics and IT leaders to get their houses in order when it comes to data strategy and data management. But the enthusiasm must be tempered by the need to put data management and data governance in place.

Data Strategy 137

Data Strategy Strategy Sales Data Governance 137

CIO Business Intelligence

JANUARY 9, 2025

With data central to every aspect of business, the chief data officer has become a highly strategic executive. Todays CDO is focused on helping the organization leverage data as a business asset to drive outcomes. Even when executives see the value of data, they often overlook governance.

Risk 90

Risk Business Driver Data-driven Strategy 90

CIO Business Intelligence

DECEMBER 17, 2024

Unfortunately, traditional governance models are proving insufficient to meet the dynamic demands of the digital or modern business environment as they were introduced to mostly enforce rules and regulations instead of shaping culture and bringing IT and business together.

IT 52

IT Metrics Key Performance Indicator Risk 52

CIO Business Intelligence

JULY 26, 2024

Despite digital transformation being a highly effective way to further develop the long-term business model, it can be a very drawn-out and arduous process. But the majority of companies in Germany, in particular, rely on the cloud in its various facets, and have now achieved a certain level of maturity when it comes to migrating workloads.

Digital Transformation 143

Digital Transformation Cost-Benefit Data Processing Risk 143

CIO Business Intelligence

JULY 30, 2024

CIOs and IT leaders are uniquely positioned to contribute based on their ability to extract vendor commitments, prioritize socially relevant improvements, and lead data strategy as it informs AI and automation investments. Stakeholder expectations are driving focus. For example: WSJ ’s survey of more than 2,000 U.S.

Strategy 105

Strategy Scorecard Measurement Cost-Benefit 105

CIO Business Intelligence

OCTOBER 15, 2024

Back then I was a dev-centric CIO working in a regulated Fortune 100 enterprise with strict controls on its data center infrastructure and deployment practices. But by taking a tools-first approach to implementation, many CIOs overlook the importance of culture change.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

Alation

MARCH 24, 2021

The third installment of the quarterly Alation State of Data Culture Report was recently released, highlighting the data challenges enterprises face as they continue investing in artificial intelligence (AI). AI fails when it’s fed bad data, resulting in inaccurate or unfair results.

Reporting 105

Reporting Data Quality Business Driver Enterprise 105

CIO Business Intelligence

NOVEMBER 18, 2022

How they handle this depends upon the business-unit driver and the organization’s culture, typically defined at the C-level. Then they must choose a financial model, whether an even split, fixed, or proportional model.

Optimization 91

Optimization KPI Key Performance Indicator Cost-Benefit 91

CDW Research Hub

AUGUST 20, 2020

With the benefits so apparent, why haven’t companies moved to this model en masse ? While almost everyone understands the concept of remote work, trying to figure out a productive remote work model that works best for your company and the path to get there can be difficult.

Digital Transformation 98

Digital Transformation Modeling Strategy Optimization 98

CIO Business Intelligence

JULY 22, 2024

But with analytics and AI becoming table-stakes to staying competitive in the modern business world, the Michigan-based company struggled to leverage its data. “We We didn’t have a centralized place to do it and really didn’t do a great job governing our data. We focused a lot on keeping our data secure.

Data Governance 119

Data Governance Unstructured Data Technology Manufacturing 119

Cloudera

OCTOBER 8, 2020

Digital transformation is not just about technological transformation of the organization, it’s about transforming the culture of an organization. Businesses are now faced with more data, and from more sources, than ever before. But knowing what to do with that data, and how to do it, is another thing entirely. .

Digital Transformation 106

Digital Transformation Unstructured Data Experimentation Uncertainty 106

David Menninger's Analyst Perspectives

APRIL 30, 2025

In an earlier Analyst Perspective , I discussed data democratizations role in creating a data-driven enterprise agenda. Building a foundation of self-service data discovery , data-driven organizations provide more workers with the ability to analyze and use data.

Data-driven 130

Data-driven Enterprise Metrics Dashboards 130

IBM Big Data Hub

MAY 17, 2024

Cloud maturity models are a useful tool for addressing these concerns, grounding organizational cloud strategy and proceeding confidently in cloud adoption with a plan. Cloud maturity models (or CMMs) are frameworks for evaluating an organization’s cloud adoption readiness on both a macro and individual service level.

Modeling 96

Modeling Cost-Benefit Optimization Digital Transformation 96

CIO Business Intelligence

DECEMBER 27, 2023

We’re seeing how fast this technology is maturing, so it’ll have a very different hype cycle.” We’ve been able to leapfrog and do in months what had taken three years, but the data is key. So over the last several months, we’ve been taking a disciplined and educated understanding of large language models and generative AI.

Insurance 141

Insurance Cost-Benefit Risk Technology 141

CIO Business Intelligence

MAY 26, 2022

Is there a model that can provide the necessary results? But the tools that data scientists use to create these proofs of concept often don’t translate well into production systems. As a result, it can take more than nine months on average to deploy an AI or ML solution, according to IDC data. “We How can it be built?

Machine Learning 145

Machine Learning Data-driven Modeling Dashboards 145

CIO Business Intelligence

MAY 28, 2022

Is there a model that can provide the necessary results? But the tools that data scientists use to create these proofs of concept often don’t translate well into production systems. As a result, it can take more than nine months on average to deploy an AI or ML solution, according to IDC data. “We How can it be built?

Machine Learning 143

Machine Learning Data-driven Modeling Dashboards 143

DataKitchen

JUNE 24, 2021

In May 2021 at the CDO & Data Leaders Global Summit, DataKitchen sat down with the following data leaders to learn how to use DataOps to drive agility and business value. Kurt Zimmer, Head of Data Engineering for Data Enablement at AstraZeneca. Jim Tyo, Chief Data Officer, Invesco. Data takes a long journey.

Metrics 211

Metrics ROI Measurement Cost-Benefit 211

CIO Business Intelligence

JUNE 13, 2022

Let’s start with persona or multiple personas, map experience to those, and then drive all tech and data solutions against them so you come out with better products.”. Growing cybersecurity, data privacy threats. Angel-Johnson says she, too, has a heightened level of concern around security issues and more specifically data protection.

IT 144

IT Digital Transformation Internet of Things Strategy 144

IBM Big Data Hub

APRIL 19, 2024

Earlier posts in this series addressed the challenges of the energy transition with holistic grid asset management, the integrated asset management platform and data exchange, and merging traditional top-down and bottom-up planning processes. To proceed to the next level of “Competence”, APM capabilities take the lead.

Management 85

Management Internet of Things Risk IoT 85

datapine

MAY 31, 2022

It provides better data storage, data security, flexibility, improved organizational visibility, smoother processes, extra data intelligence, increased collaboration between employees, and changes the workflow of small businesses and large enterprises to help them make better decisions while decreasing costs. Security issues.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

CIO Business Intelligence

DECEMBER 10, 2024

To harness its full potential, it is essential to cultivate a data-driven culture that permeates every level of your company. AWS provides diverse pre-trained models for various generative tasks, including image, text, and music creation. Our company is not alone in adopting an AI mindset.

Strategy 105

Strategy Data-driven Cost-Benefit Machine Learning 105

CIO Business Intelligence

MARCH 8, 2024

At the heart of its effort to effect organizational change is NCWIT’s strong research department, which employs extensive data and research to objectively demonstrate to organizations what they need to do to enact meaningful change to improve diversity and retention of underrepresented women in the tech industry.

Digital Transformation 111

Digital Transformation IT Software Strategy 111

CIO Business Intelligence

JULY 2, 2024

To manage costs, the bank selected a hybrid cloud model, optimizing expenses and data control. Fuel competitive advantage through strategic innovation Innovation — critical for reshaping business models with emerging tech — succeeds by fostering a discipline of pragmatic exploration balanced with real-world business constraints.

Technology 111

Technology Cost-Benefit Digital Transformation Optimization 111

CIO Business Intelligence

MARCH 16, 2022

We are all familiar with the EMR (electronic medial records) adoption and maturity models designed by HIMSS (Healthcare Information and Management Systems Society). But honestly speaking, there exists no unique maturity model which measures the degree of digital transformation.

Technology 115

Technology Digital Transformation Data Warehouse Business Intelligence 115

CIO Business Intelligence

OCTOBER 16, 2024

Retail is dynamic, ever-changing, and generates a lot of data, and through merchandising, in-store transactions, supply chain, digital, and pricing, the opportunities to leverage data are endless. Omni-channel retailing puts even greater importance on the ability to manage and integrate data effectively across the enterprise.

Technology 119

Technology Strategy Enterprise Metrics 119

Dataiku

MAY 20, 2020

Remote work is the ultimate litmus test of the data organization’s robustness. The Challenges of Remote Data Science. Whether accessing the various data sources or the computational capabilities, doing it in a remote setting is often challenging. The Benefits of Remote-Ready Data Science.

Data Science 105

Data Science IT Machine Learning Testing 105

CIO Business Intelligence

FEBRUARY 26, 2024

Organizations have implemented a variety of workforce models over the last two decades or so, but each has eventually proved to leave them with more questions than answers. Fast forward to today.

Cost-Benefit 98

Cost-Benefit Measurement Strategy Modeling 98

Cloudera

NOVEMBER 30, 2021

Some organizations have taken this as an opportunity for positive change by moving workloads to the cloud and utilizing enterprise data strategies that are key to their business resiliency. Perhaps it is too soon for those with newer and less mature strategies to see such positive impacts. Their current uses of data and analytics.

Reporting 73

Reporting Enterprise Data Strategy Strategy 73

Cloudera

DECEMBER 16, 2021

The Cloudera Enterprise Data Maturity Report is a global survey of 3,150 business and IT decision makers assessing organizations’ maturity when it comes to their current capabilities and handling of data and analytics. But just as WFH has created challenges of its own, so has this trend of data migration.

Data Strategy 85

Data Strategy Snapshot Strategy Reporting 85

CIO Business Intelligence

JUNE 7, 2022

But the success of their AI initiatives depends on more than just data and technology — it’s also about having the right people on board. An effective enterprise AI team is a diverse group that encompasses far more than a handful of data scientists and engineers. Data scientist. Data scientists are the core of any AI team.

Machine Learning 145

Machine Learning Data Science Metrics Consulting 145