CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. Enter the need for competent governance, risk and compliance (GRC) professionals. What are GRC certifications? Why are GRC certifications important?

Risk 119

Risk Risk Management Management Enterprise 119

CIO Business Intelligence

AUGUST 21, 2024

And, yes, enterprises are already deploying them. It wasn’t just a single measurement of particulates,” says Chris Mattmann, NASA JPL’s former chief technology and innovation officer. “It It was many measurements the agents collectively decided was either too many contaminants or not.”

Risk 136

Risk Insurance Cost-Benefit Software 136

CIO Business Intelligence

JANUARY 3, 2024

An enterprise that bet its future on ChatGPT would be in serious trouble if the tool disappeared and all of OpenAI’s APIs suddenly stopped working. So enterprises looking for generative AI vendors have a lot of options to choose from. And it’s not just start-ups that can expose an enterprise to AI-related third-party risk.

Risk 131

Risk Modeling Enterprise Marketing 131

CIO Business Intelligence

OCTOBER 15, 2024

Driven by the development community’s desire for more capabilities and controls when deploying applications, DevOps gained momentum in 2011 in the enterprise with a positive outlook from Gartner and in 2015 when the Scaled Agile Framework (SAFe) incorporated DevOps. It may surprise you, but DevOps has been around for nearly two decades.

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

CIO Business Intelligence

AUGUST 13, 2024

According to EY , 96% of enterprises are planning to use AI in the next 12 months, compared to 43% today. As with any new technology, however, security must be designed into the adoption of AI in order to minimize potential risks. The need for robust security measures is underscored by several key factors.

Risk 119

Risk Cost-Benefit Enterprise Modeling 119

CIO Business Intelligence

DECEMBER 20, 2023

Most enterprises are committed to a digital strategy and looking for ways to improve the productivity of their workforce. This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner.

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Measurement Software IT Metrics 124

CIO Business Intelligence

DECEMBER 9, 2024

This is particularly true with enterprise deployments as the capabilities of existing models, coupled with the complexities of many business workflows, led to slower progress than many expected. Assuming a technology can capture these risks will fail like many knowledge management solutions did in the 90s by trying to achieve the impossible.

Enterprise 108

Enterprise ROI Cost-Benefit Measurement 108

CIO Business Intelligence

OCTOBER 23, 2024

Despite AI’s potential to transform businesses, many senior technology leaders find themselves wrestling with unpredictable expenses, uneven productivity gains, and growing risks as AI adoption scales, Gartner said. This creates new risks around data privacy, security, and consistency, making it harder for CIOs to maintain control.

Enterprise 141

Enterprise Cost-Benefit Broadcasting Risk 141

CIO Business Intelligence

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. Today, it is, as they create a mysterious new risk and attack surface to defend against.

Enterprise 132

Enterprise Risk Measurement Software 132

CIO Business Intelligence

DECEMBER 28, 2023

The need to manage risk, adhere to regulations, and establish processes to govern those tasks has been part of running an organization as long as there have been businesses to run. Furthermore, the State of Risk & Compliance Report, from GRC software maker NAVEX, found that 20% described their programs as early stage. What is GRC?

Risk 115

Risk Risk Management Strategy Enterprise 115

CIO Business Intelligence

SEPTEMBER 26, 2024

One is the security and compliance risks inherent to GenAI. To make accurate, data-driven decisions, businesses need to feed LLMs with proprietary information, but this risks exposing sensitive data to unauthorized parties. This layer serves as the foundation for enterprises to elevate their GenAI strategy.

Enterprise 130

Enterprise Data-driven Risk Testing 130

CIO Business Intelligence

NOVEMBER 14, 2023

The Internet of Things (IoT) is a permanent fixture for consumers and enterprises as the world becomes more and more interconnected. In this article, we’ll explore the risks associated with IoT and OT connectivity and the measures that organizations need to take to safeguard enterprise networks.

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IoT Enterprise Manufacturing Internet of Things 130

CIO Business Intelligence

NOVEMBER 22, 2022

Every enterprise needs a data strategy that clearly defines the technologies, processes, people, and rules needed to safely and securely manage its information assets and practices. Guan believes that having the ability to harness data is non-negotiable in today’s business environment.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

O'Reilly on Data

MAY 14, 2020

In addition, the Research PM defines and measures the lifecycle of each research product that they support. However, it may not be easy to access or contextualize this data, especially in enterprises. Finally, integrating AI products into business tech stacks (especially in enterprises) is nontrivial.

Management 363

Management Experimentation B2B Machine Learning 363

Smart Data Collective

AUGUST 30, 2022

Enterprise cloud technology applications are the future industry standard for corporations. Here’s how enterprises use cloud technologies to achieve a competitive advantage in their essential business applications. The post 7 Enterprise Applications for Companies Using Cloud Technology appeared first on SmartData Collective.

Technology 139

Technology Enterprise Cost-Benefit Testing 139

CIO Business Intelligence

JULY 22, 2024

This not only scales human effort but also enhances diagnostic accuracy, enabling radiologists to focus on more complex cases and significantly reducing the risk of oversight. Leaders should also set measurable goals for what the AI implementation aims to achieve to better understand its outcomes.

Enterprise 124

Enterprise Testing Predictive Analytics Metrics 124

DataKitchen

SEPTEMBER 20, 2021

Data organizations don’t always have the budget or schedule required for DataOps when conceived as a top-to-bottom, enterprise-wide transformational change. In a medium to large enterprise, many steps have to happen correctly to deliver perfect analytic insights. Data sources must deliver error-free data on time. For example: .

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Testing Metrics Measurement Dashboards 246

CIO Business Intelligence

OCTOBER 8, 2024

For most enterprises, the answer, unfortunately, is yes. For those rare enterprises where innovation is more than a bullet point on a strategy statement embedded keep inside their SEC 10K, there is a repeatable approach for addressing the emerging unknown with great certainty. Expose the tech to your customers/constituents too soon.

Risk 124

Risk Technology Cost-Benefit Internet of Things 124

CIO Business Intelligence

DECEMBER 12, 2024

By 2028, 30% of these enterprises are expected to streamline their service operations through single, AI-enabled channels capable of handling text, image, and sound interactions. This shift will redefine how enterprises handle customer service, moving from multichannel approaches to a streamlined, AI-enabled system.

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Risk Interactive Measurement Digital Transformation 123

CIO Business Intelligence

OCTOBER 17, 2024

] Forty-one percent of organizations adopted and used digital platforms for all or most functions in 2024, compared with just 26% in 2023, according to IDC’s May 2024 Future Enterprise Resiliency and Spending Survey, Wave 5. million machines worldwide, serves as a stark reminder of these risks. Assume unknown unknowns.

Risk 108

Risk Experimentation Testing Strategy 108

IBM Big Data Hub

MARCH 4, 2024

While many organizations have implemented AI, the need to keep a competitive edge and foster business growth demands new approaches: simultaneously evolving AI strategies, showcasing their value, enhancing risk postures and adopting new engineering capabilities. This requires a holistic enterprise transformation. times higher ROI.

Enterprise 96

Enterprise ROI Risk Strategy 96

CIO Business Intelligence

DECEMBER 18, 2023

Over the summer, I wrote a column about how CIOs are worried about the informal rise of generative AI in the enterprise. Since then, many CIOs I’ve spoken with have grappled with enterprise data security and privacy issues around AI usage in their companies. That column may have been the understatement of the year.

Enterprise 119

Enterprise Management Risk Uncertainty 119

Smart Data Collective

NOVEMBER 12, 2021

BAS is one of the top features in security posture management platforms for enterprises. Security vulnerabilities can emerge anytime, and defects in the protective measures put up by an organization will not wait for when the next red team evaluation would take place.

Strategy 139

Strategy Enterprise Testing Cost-Benefit 139

CIO Business Intelligence

OCTOBER 23, 2024

Artificial intelligence is an early stage technology and the hype around it is palpable, but IT leaders need to take many challenges into consideration before making major commitments for their enterprises. If you have modest AI ambitions, in an industry that isn’t being remastered by AI yet, you can afford to go at a more measured pace.

Enterprise 135

Enterprise IT Cost-Benefit Measurement 135

Smart Data Collective

FEBRUARY 14, 2023

However, it is important to understand the benefits and risks associated with cloud computing before making the commitment. An estimated 94% of enterprises rely on cloud computing. However, there are some risks associated with using cloud-based software for business purposes.

Risk 112

Risk Cost-Benefit Software Technology 112

CIO Business Intelligence

SEPTEMBER 21, 2023

Generative AI touches every aspect of the enterprise, and every aspect of society,” says Bret Greenstein, partner and leader of the gen AI go-to-market strategy at PricewaterhouseCoopers. If you take something slightly risky and make it a thousand times bigger, the risks are amplified,” he says. But it’s a sign of what’s to come. “If

Enterprise 130

Enterprise Consulting Modeling Cost-Benefit 130

CIO Business Intelligence

OCTOBER 29, 2024

In an era marked by heightened environmental, social and governance (ESG) scrutiny and rapid artificial intelligence (AI) adoption, the integration of actionable sustainable principles in enterprise architecture (EA) is indispensable. Now more than ever organizations realize the importance of EA and its ability to inform the CxO agenda.

Enterprise 122

Enterprise Cost-Benefit Metrics Strategy 122

CIO Business Intelligence

AUGUST 14, 2024

Between building gen AI features into almost every enterprise tool it offers, adding the most popular gen AI developer tool to GitHub — GitHub Copilot is already bigger than GitHub when Microsoft bought it — and running the cloud powering OpenAI, Microsoft has taken a commanding lead in enterprise gen AI.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

AUGUST 4, 2023

In collaboration with our peers, we have a solid business sense that carefully weighs innovation and risk in order to gain valuable ROI while protecting the organization from all forms of risk associated with each project. If reversible, then there’s clearly less risk. What’s new and different today?

Risk 98

Risk Risk Management ROI Technology 98

O'Reilly on Data

MARCH 31, 2020

Because it’s so different from traditional software development, where the risks are more or less well-known and predictable, AI rewards people and companies that are willing to take intelligent risks, and that have (or can develop) an experimental culture. And you, as the product manager, are caught between them.

Management 338

Management Machine Learning Experimentation Metrics 338

David Menninger's Analyst Perspectives

OCTOBER 9, 2024

Unfortunately, we expect that through 2026, model governance will remain a significant concern for more than one-half of enterprises, limiting the deployment, and therefore the realized value of AI and machine learning (ML) models. Enterprises need to take steps to detect and prevent bias. Regards, David Menninger

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Metrics Measurement Machine Learning Modeling 147

Corinium

JUNE 6, 2019

Lack of clear, unified, and scaled data engineering expertise to enable the power of AI at enterprise scale. Regulations and compliance requirements, especially around pricing, risk selection, etc., Fractal’s aspiration is to power human decisions in the enterprise by bringing together AI, Engineering, & Design.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

CIO Business Intelligence

JUNE 27, 2024

The issue has become a concern for builders of generative AI models and the enterprises that use them, as some data sets used in AI training have legally and ethically uncertain origins. Trade associations like the DPA may play a role in supporting the enforcement of such legislation and advocating for other similar measures.

Risk 128

Risk Measurement Risk Management Strategy 128

CIO Business Intelligence

NOVEMBER 27, 2024

Unfortunately, implementing AI at scale is not without significant risks; whether it’s breaking down entrenched data siloes or ensuring data usage complies with evolving regulatory requirements. The platform also offers a deeply integrated set of security and governance technologies, ensuring comprehensive data management and reducing risk.

Data Governance 132

Data Governance Risk Insurance Metadata 132

CIO Business Intelligence

SEPTEMBER 5, 2024

The country’s Industry and Science Minister, Ed Husic, on Thursday, introduced ten voluntary AI guidelines and launched a month-long consultation to assess whether these measures should be made mandatory in high-risk areas.

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Consulting Risk Measurement Finance 124

Rocket-Powered Data Science

FEBRUARY 15, 2023

3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? (2) Why should your organization be doing it and why should your people commit to it? (3) In short, you must be willing and able to answer the seven WWWWWH questions (Who?

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

AUGUST 8, 2024

But there’s good news: When organizations leverage open source in a deliberate, responsible way, they can take full advantage of the benefits that open source offers while minimizing the security risks. Let’s begin by discussing a fundamental issue: whether open source software is actually any less (or more) secure than closed-source code.

Software 126

Software Enterprise Cost-Benefit Risk 126