CIO Business Intelligence

MARCH 19, 2025

Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams. However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

DECEMBER 9, 2024

The transformative impact of artificial intelligence (AI)and, in particular, generative AI (GenAI)emerged as a defining theme at the CSO Conference & Awards 2024: Cyber Risk Management. For many, the question is not whether to adopt AI but how to do so in a way that delivers maximum value while managing costs and risks.

Cost-Benefit 64

Cost-Benefit Risk Risk Management Predictive Analytics 64

CIO Business Intelligence

OCTOBER 30, 2023

Disruption has moved from the exception to the norm With disruption now a constant rather than one-off event, organizations must be able to quickly react to change with agility across all aspects of their operating models. The philosophy behind adaptive systems is more about innovation than risk management.

Digital Transformation 143

Digital Transformation Risk Management IoT Cost-Benefit 143

CIO Business Intelligence

MAY 9, 2024

Driving business benefits Companies seeking CAIOs are looking to reap myriad benefits from AI adoption, ranging from improved decision-making, to increased efficiency of business processes, higher-quality services, profitability, talent management, customer experience, and innovation.

Risk Management 138

Risk Management Cost-Benefit Risk Technology 138

CIO Business Intelligence

AUGUST 30, 2024

As HR technology evolves, professionals in the sector need to understand not only how the solutions function, but how to extract the most benefit from emerging system capabilities. The best way to accomplish this is through human resources information management (HRIM) and human resources information systems (HRIS) certification.

Cost-Benefit 118

Cost-Benefit Risk Management Strategy Testing 118

CIO Business Intelligence

SEPTEMBER 17, 2024

Moreover, undertaking digital transformation and technology modernization programs without an architect can lead to delays, technical debt , higher costs, and security vulnerabilities. Product managers then propose digital KPIs and other metrics highlighting the business benefits delivered.

Enterprise 145

Enterprise Digital Transformation Cost-Benefit Risk 145

DataRobot Blog

MAY 10, 2022

Addressing the Key Mandates of a Modern Model Risk Management Framework (MRM) When Leveraging Machine Learning . The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States.

Risk 64

Risk Modeling Machine Learning Data Quality 64

CIO Business Intelligence

SEPTEMBER 10, 2024

Our IT evolution Having worked primarily in traditionally structured industries like oil and gas, government, education and finance, I’ve witnessed firsthand how technology was once considered a commodity, a cost center. However, its impact on culture must be carefully considered to maximize benefits and mitigate risks.

IT 122

IT Risk Risk Management Predictive Modeling 122

CIO Business Intelligence

NOVEMBER 21, 2023

After all, 41% of employees acquire, modify, or create technology outside of IT’s visibility , and 52% of respondents to EY’s Global Third-Party Risk Management Survey had an outage — and 38% reported a data breach — caused by third parties over the past two years.

IT 137

IT Risk Cost-Benefit Data Science 137

Smart Data Collective

FEBRUARY 28, 2023

We talked about the benefits of AI for consumers trying to improve their own personal financial plans. One of the most important changes pertains to risk parity management. We are going to provide some insights on the benefits of using machine learning for risk parity analysis. What is risk parity?

Machine Learning 117

Machine Learning Risk Cost-Benefit Marketing 117

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. It also means some individual cloud projects fail, there’s been a change of provider, or there’s some disillusionment regarding costs of new cloud operating models.

Digital Transformation 143

Digital Transformation Cost-Benefit Data Processing Risk 143

CIO Business Intelligence

DECEMBER 19, 2023

Meanwhile, CIOs must still reduce technical debt, modernize applications, and get cloud costs under control. Many technology investments are merely transitionary, taking something done today and upgrading it to a better capability without necessarily transforming the business or operating model.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

erwin

AUGUST 20, 2020

Benefits of Enterprise Architecture. Through EA, organizations benefit from a context-rich, top-down and holistic perspective of their structure, including its limitations and potential. Benefits of Enterprise Architecture. The benefits of EA include: Better decision-making. Reduced risks and costs.

Enterprise 140

Enterprise Cost-Benefit Risk Data Governance 140

IBM Big Data Hub

MAY 31, 2024

However, the latest CEO Study by the IBM Institute for the Business Value found that 72% of the surveyed government leaders say that the potential productivity gains from AI and automation are so great that they must accept significant risk to stay competitive. Furthermore, biases against marginalized groups remain a risk.

Cost-Benefit 98

Cost-Benefit Risk Risk Management Reporting 98

CIO Business Intelligence

NOVEMBER 23, 2022

Other priorities include delivering more strategic insights (41%), getting more active support from senior management (33%), and investing in additional EA resources, training, and certification (32%). Bizzdesigns asked respondents what IT benefits their EA program currently delivers and the top response was improved IT investment decisions.

Enterprise 128

Enterprise Cost-Benefit Digital Transformation Strategy 128

CIO Business Intelligence

OCTOBER 3, 2024

Rather than pull away from big iron in the AI era, Big Blue is leaning into it, with plans in 2025 to release its next-generation Z mainframe , with a Telum II processor and Spyre AI Accelerator Card, positioned to run large language models (LLMs) and machine learning models for fraud detection and other use cases.

Machine Learning 140

Machine Learning Experimentation Insurance Modeling 140

CIO Business Intelligence

JULY 10, 2024

And Google’s AI has made other high-profile flubs before, costing the company billions in market value. The only significant increase in risk mitigation was in accuracy, where 38% of respondents said they were working on reducing risk of hallucinations, up from 32% last year. The goal posts are always shifting, he says.

Enterprise 136

Enterprise Risk Modeling Risk Management 136

CIO Business Intelligence

SEPTEMBER 14, 2023

Nasdaq is currently using gen AI for a range of applications, including supporting digital investigators’ efforts to identify financial crime risk and empowering corporate boards to consume presentations and disclosures more efficiently. The company, which reported net revenues of $3.6

Risk Management 116

Risk Management Risk Marketing Cost-Benefit 116

CIO Business Intelligence

DECEMBER 27, 2023

So over the last several months, we’ve been taking a disciplined and educated understanding of large language models and generative AI. AI in a box CIOs are under pressure to deliver productivity improvements and reduce costs in financial services. However, developing and deploying an LLM is costly.

Insurance 141

Insurance Cost-Benefit Risk Technology 141

Smart Data Collective

SEPTEMBER 21, 2021

A growing number of businesses are starting to look for new data-driven approaches to streamline their business models. However, your data-driven business model won’t be very helpful if you don’t focus on the right metrics. Targeting the Right Variables for Your Data-Driven Retail Business Model.

Data-driven 131

Data-driven Metrics Big Data Sales 131

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. It encompasses risk management and regulatory compliance and guides how AI is managed within an organization. Foundation models can use language, vision and more to affect the real world.

Risk 70

Risk Modeling Management Metadata 70

CIO Business Intelligence

SEPTEMBER 7, 2023

That’s why, around the world, governments and the defense industry as a whole are now investing and exploring generative artificial intelligence (AI), or large language models (LLMs), to better understand what’s possible. The second challenge is managing new risks, which stem primarily from the threat of misinformation.

Unstructured Data 119

Unstructured Data Cost-Benefit Risk Data-driven 119

CIO Business Intelligence

MARCH 9, 2023

IT leaders may find that prices are going up without an accompanying increase in benefits, with technology providers — less dependent on any one industry or geography — taking a harder line on deals, says Achint Arora, a partner in the pricing assurance practice at Everest Group. What’s more, technology contracts are often multilayered.

Cost-Benefit 116

Cost-Benefit Uncertainty Risk Technology 116

CIO Business Intelligence

DECEMBER 14, 2023

And while vendor lock-in has long been a key issue in the cloud, especially for organizations that have not established a credible threat of defection, the emerging AI tools market — and its accompanying arms race among the major cloud vendors — could leave CIOs at risk of the opportunity costs of AI lock-in as well.

Risk 131

Risk Cost-Benefit Strategy Risk Management 131

CIO Business Intelligence

SEPTEMBER 20, 2023

Now Assist for IT Service Management, Customer Service Management, and HR Service Delivery add new text creation and summarization features and an interactive chatbot interface to help workers get to relevant information more quickly. Cost in question The new gen AI features do come at a cost.

Cost-Benefit 111

Cost-Benefit Finance Software Interactive 111

IBM Big Data Hub

APRIL 18, 2023

In contrast to older messaging standards, ISO 20022 provides a more comprehensive and structured data model, which makes it easier and more efficient for different financial institutions and payment systems to communicate with each other. Are your payment systems ready to reap these benefits?

Risk Management 110

Risk Management Cost-Benefit Risk Data-driven 110

AWS Big Data

SEPTEMBER 26, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Data Lake 113

Data Lake Cost-Benefit Unstructured Data Modeling 113

Smart Data Collective

FEBRUARY 2, 2021

For businesses, the advent of Big Data offers several key benefits, including helping them with customer acquisition, lead generation, targeted marketing campaigns, identifying potential opportunities and challenges , and creating new products based on the needs of the market. Healthcare.

Big Data 106

Big Data Recreation/Entertainment Cost-Benefit Finance 106

Smart Data Collective

MAY 8, 2022

When you combine big data with AI, you can help your users extract highly-valuable insights from data, foster data literacy across your company or organization, and take advantage of the many other benefits it offers. Improves decision making and reduces costs. However, there may be issues whenever the generated data isn’t good.

Big Data 122

Big Data Data Analytics Analytics Statistics 122

CIO Business Intelligence

MARCH 5, 2024

CIOs must also partner with CISOs, legal, human resources, and business leaders to build awareness of policies and develop a generative AI risk management strategy. The ambiguity of what’s working today and which users will benefit is driving some CIOs to ask whether adding Copilot licenses to Microsoft 365 is worth the price.

Advertising 124

Advertising Cost-Benefit Experimentation Reporting 124

CIO Business Intelligence

JULY 5, 2024

Here are five best practices to get the most business benefit from gen AI. Set your holistic gen AI strategy Defining a gen AI strategy should connect into a broader approach to AI, automation, and data management. Define which strategic themes relate to your business model, processes, products, and services.

ROI 124

ROI Experimentation Risk Cost-Benefit 124

CIO Business Intelligence

DECEMBER 29, 2023

“The most pressing responsibilities for CIOs in 2024 will include security, cost containment, and cultivating a data-first mindset.” Building and deploying intelligent automation CIOs will need to operate more efficiently by accelerating the benefits of automation. Our focus is on curating reusable data and AI insights,” she says.

Cost-Benefit 139

Cost-Benefit Digital Transformation Consulting Strategy 139

CIO Business Intelligence

SEPTEMBER 30, 2024

She points to a recent initiative in which the job matching and hiring platform company started using large language models (LLMs) to add a highly customized sentence or two to the emails it sends to job seekers about open positions that match their qualifications.

Machine Learning 141

Machine Learning ROI Data Processing Optimization 141

erwin

OCTOBER 3, 2019

Enterprise architecture (EA) benefits modern organizations in many ways. It provides a holistic, top down view of structure and systems, making it invaluable in managing the complexities of data-driven business. It was often siloed from the business at large, stifling the potential benefits of the holistic view it could have provided.

Enterprise 111

Enterprise Cost-Benefit Data-driven Risk 111

DataRobot Blog

MAY 26, 2022

Last time , we discussed the steps that a modeler must pay attention to when building out ML models to be utilized within the financial institution. In summary, to ensure that they have built a robust model, modelers must make certain that they have designed the model in a way that is backed by research and industry-adopted practices.

Risk 52

Risk Modeling Metrics Business Objectives 52

CIO Business Intelligence

MARCH 24, 2023

It encompasses the people, processes, and technologies required to manage and protect data assets. The Data Management Association (DAMA) International defines it as the “planning, oversight, and control over management of data and the use of data and data-related sources.”

Data Governance 142

Data Governance Management Metadata Data Quality 142

AWS Big Data

JULY 16, 2024

The Zurich Cyber Fusion Center management team faced similar challenges, such as balancing licensing costs to ingest and long-term retention requirements for both business application log and security log data within the existing SIEM architecture.

Insurance 130

Insurance Management Cost-Benefit Optimization 130