CIO Business Intelligence

SEPTEMBER 6, 2023

Members of VMware’s Tanzu Vanguard community, who are expert practitioners at companies across different industries, provided their perspectives on how technologies such as Generative AI are impacting software development and technology decisions. Therefore, the technology will only be as good as the data provided.

Software 120

Software Experimentation Risk Data Lake 120

Cloudera

AUGUST 20, 2020

It’s been a year filled with disruption and uncertainty. It is not, and cannot be about just the technology being used. Acceptance that it will be an experiment — ML really requires a lot of experimentation, and often times you don’t know what’s going to be successful. In fact, this belief is critical.

Enterprise 121

Enterprise Experimentation Uncertainty Deep Learning 121

CIO Business Intelligence

SEPTEMBER 19, 2023

A major reason so many digital transformation programs fail is that enterprises view them as technology problems rather than the organizational challenges they truly are. How can enterprises attain these in the face of uncertainty? They should rather manage through experimentation. CIOs can help their enterprises in this area.

Digital Transformation 130

Digital Transformation Uncertainty Testing Enterprise 130

CIO Business Intelligence

SEPTEMBER 12, 2022

Prioritize time for experimentation. Company leadership also creates space and time for employees to innovate by dedicating a team of people to explore emerging technologies, run experiments, and identify business applicability, Crowe says. Jason Moersch, vice president of technology services, Transwestern. Colgate-Palmolive.

Experimentation 133

Experimentation Consulting Technology Machine Learning 133

CIO Business Intelligence

APRIL 6, 2022

Our world today is experiencing an extremely social, connected, competitive and technology-driven business environment. If anything, the past few years have shown us the levels of uncertainty we are facing. This not only supports the acceleration of digital innovation but also prompts customers to become future-ready. .

Experimentation 104

Experimentation Data Lake Uncertainty Enterprise 104

CIO Business Intelligence

JANUARY 2, 2024

CIOs are readying for another demanding year, anticipating that artificial intelligence, economic uncertainty, business demands, and expectations for ever-increasing levels of speed will all be in play for 2024. He plans to scale his company’s experimental generative AI initiatives “and evolve into an AI-native enterprise” in 2024.

IT 144

IT Cost-Benefit Statistics Consulting 144

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 141

Risk Manufacturing Enterprise Technology 141

Cloudera

OCTOBER 8, 2020

Digital transformation is not just about technological transformation of the organization, it’s about transforming the culture of an organization. It’s not enough to bolt technology onto an existing strategy and consider it transformed. It’s not just about implementing new technologies. Stability during Uncertainty .

Digital Transformation 106

Digital Transformation Unstructured Data Experimentation Uncertainty 106

AWS Big Data

SEPTEMBER 5, 2024

Intuitively, for some extremely short user inputs, the vectors generated by dense vector models might have significant semantic uncertainty, where overlaying with a sparse vector model could be beneficial. Experimental data selection For retrieval evaluation, we used to use the datasets from BeIR.

Metrics 105

Metrics Testing Experimentation Modeling 105

CIO Business Intelligence

JUNE 28, 2023

These circumstances have induced uncertainty across our entire business value chain,” says Venkat Gopalan, chief digital, data and technology officer, Belcorp. “As To support this, we provided data-backed evidence and examples that demonstrated the positive impact of utilizing these technologies.”

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

CIO Business Intelligence

JULY 17, 2023

While several factors have contributed to its success, it is apparent that without a secure technological backbone, this business would not reach the magnitude that it has. I’ve witnessed technology evolve from primitive PCs like the Microsoft DOS to current advancements alongside my own growth.

IT 98

IT Digital Transformation IoT Internet of Things 98

CIO Business Intelligence

AUGUST 25, 2023

With every new claim that AI will be the biggest technological breakthrough since the internet, CIOs feel the pressure mount. This demonstrates how his team stays in lockstep with the business on investment priorities in a period where economic uncertainty has narrowed the scope of technology investment. AI never sleeps.

Strategy 98

Strategy Data Strategy Experimentation Uncertainty 98

CIO Business Intelligence

JULY 31, 2023

Some companies have lifted their bans and are allowing limited use of the technology; others have not. Business disruption Generative AI is a disruptive technology, so CIOs and their C-suite colleagues must consider whether or how their company will fall victim to that force. The CIO’s job is to ask questions about potential scenarios.

Strategy 98

Strategy Risk Enterprise Risk Management 98

Jet Global

DECEMBER 31, 2019

is the Founder and CEO of Human Future, a global business and technology education, advisory, and investment firm. We spoke with Reichental about the disruptive forces in today’s economy, the imperative to change, and the crucial role of technology. We look well beyond just technology. Jonathan Reichental, Ph.D.,

Digital Transformation 59

Digital Transformation Finance Experimentation Data-driven 59

Mark Raskino

AUGUST 30, 2017

What works in information technology inside Iceland is going to work in China, the United States and elsewhere. He was talking about something we call the ‘compound uncertainty’ that must be navigated when we want to test and introduce a real breakthrough digital business idea. You can almost look at it as a small laboratory.

Testing 53

Testing Experimentation Uncertainty Risk 53

Domino Data Lab

JUNE 23, 2019

Skomoroch proposes that managing ML projects are challenging for organizations because shipping ML projects requires an experimental culture that fundamentally changes how many companies approach building and shipping software. If you have a high priority project that requires something like that, that’s a technological leap.

Management 110

Management Machine Learning Experimentation Metrics 110

IBM Big Data Hub

APRIL 18, 2024

This is the potential of artificial general intelligence (AGI), a hypothetical technology that may be poised to revolutionize nearly every aspect of human life and work. However, if AGI development uses similar building blocks as narrow AI, some existing tools and technologies will likely be crucial for adoption.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

O'Reilly on Data

DECEMBER 9, 2019

Because of this trifecta of errors, we need dynamic models that quantify the uncertainty inherent in our financial estimates and predictions. Practitioners in all social sciences, especially financial economics, use confidence intervals to quantify the uncertainty in their estimates and predictions.

Statistics 31

Statistics Uncertainty Risk Marketing 31

The Unofficial Google Data Science Blog

APRIL 16, 2019

by MICHAEL FORTE Large-scale live experimentation is a big part of online product development. This means a small and growing product has to use experimentation differently and very carefully. This blog post is about experimentation in this regime. But these are not usually amenable to A/B experimentation.

Experimentation 69

Experimentation Sales Metrics Measurement 69

O'Reilly on Data

SEPTEMBER 11, 2019

In short, what are the issues, trends, and technologies we should be watching? [1]. In the third place, there’s uncertainty about what to do with all of this data. The challenge is to identify how, when, where, and why to use each of these fit-for-purpose technologies. The term “ML” is No. What gives?

IoT 25

IoT Big Data Data Warehouse Uncertainty 25

The Unofficial Google Data Science Blog

JANUARY 14, 2016

Unlike experimentation in some other areas, LSOS experiments present a surprising challenge to statisticians — even though we operate in the realm of “big data”, the statistical uncertainty in our experiments can be substantial. We must therefore maintain statistical rigor in quantifying experimental uncertainty.

Experimentation 42

Experimentation Statistics Metrics Measurement 42

CIO Business Intelligence

NOVEMBER 4, 2024

AI governance frameworks and platforms Travelers is another large enterprise that has been developing its AI governance strategy for some time, says Mojgan LeFebvre, the company’s EVP and chief technology and operations officer. “As

Uncertainty 137

Uncertainty Cost-Benefit Risk Experimentation 137

CIO Business Intelligence

DECEMBER 23, 2024

The past year was another one of rapid change, as economic cycles, business trends, and technology itself evolved at a breakneck pace. Smith says he has seen that transition over the past 12 months or so, saying the technology has matured to the point where it is winning over skeptics. Heres what they say.

IT 134

IT Strategy Technology Experimentation 134

CIO Business Intelligence

JANUARY 23, 2025

Making the most of any new technology depends on shifting the mindset of people and retooling processes. (We And while its beyond the scope of this article, the applicable knowledge gained through our hands-on experimentation with genAI was head and shoulders above simple web searches (e.g., Our dad shows some solid prompting skills.

Experimentation 116

Experimentation Uncertainty Data-driven Digital Transformation 116

CIO Business Intelligence

NOVEMBER 12, 2024

Resorting to micromanagement or command-and-control “Micromanagement is one of the fastest ways to destroy IT culture,” says Jay Ferro, EVP and chief information, technology, and product officer at Clario. When changes are made without transparency or input from the team, it breeds uncertainty and resentment.

IT 140

IT Digital Transformation Management Experimentation 140

CIO Business Intelligence

APRIL 16, 2025

In a world where business, strategy and technology must be tightly interconnected, the enterprise architect must take on multiple personas to address a wide range of concerns. These include everything from technical design to ecosystem management and navigating emerging technology trends like AI.

Enterprise 59

Enterprise Strategy Risk Business Objectives 59

Timo Elliott

FEBRUARY 7, 2025

Economic uncertainty, geopolitical instability, and the explosion of AI-driven initiatives mean that enterprise architects must redefine their roles to remain relevant and valuable. Business leaders expect technology to drive profitable growth and efficiency, but fragmented, outdated systems stand in the way.

Enterprise 52

Enterprise IT Digital Transformation Cost-Benefit 52

O'Reilly on Data

APRIL 15, 2025

Ive watched teams commit to roadmap objectives like Launch sentiment analysis by Q2 or Deploy agent-based customer support by end of year, only to discover that the technology simply isnt ready to meet their quality bar. Instead of committing to specific outcomes, they commit to a cadence of experimentation, learning, and iteration.

Experimentation 244

Experimentation Testing Metrics Measurement 244