CIO Business Intelligence

FEBRUARY 9, 2024

The rapid adoption and democratization of generative AI has been compared to that of the lightbulb, which did the same for electricity nearly 150 years ago. As we experiment with gen AI applied to both public and private data, we’re learning in real-time what works well and what doesn’t. And this isn’t a bad thing.

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IT Experimentation Risk Testing 136

CIO Business Intelligence

MARCH 20, 2024

What binds these opportunities together is gen AI, and to make the most of it, we need to turn our immediate attention to human capital. What binds these opportunities together is gen AI, and to make the most of it, we need to turn our immediate attention to human capital. These are tough yet not insurmountable technology challenges.

IT 124

IT Strategy Enterprise Technology 124

CIO Business Intelligence

NOVEMBER 7, 2023

For years, IT and business leaders have been talking about breaking down the data silos that exist within their organizations. In fact, as companies undertake digital transformations , usually the data transformation comes first, and doing so often begins with breaking down data — and political — silos in various corners of the enterprise.

Data Warehouse 141

Data Warehouse Digital Transformation Reporting Data-driven 141

Smarten

MARCH 19, 2024

Use Key Influencer Analytics to Understand What Factors Impact Success! Suppose you are trying to understand why a marketing campaign is failing, or what factors cause your customers to buy your services again. Can an augmented analytics tools tell you what algorithm or analytical technique to use?

Analytics 57

Analytics Statistics Visualization Metrics 57

Laminar Security

OCTOBER 17, 2023

Mapping, classifying, and reporting on data in the cloud is challenging for many companies, and the more cloud-centric the company, the greater the challenge. They are dealing with massive amounts of data and are subject to new and changing regulations. And unfortunately, you can’t protect or manage data you don’t know exists.

IT 94

IT Risk Cost-Benefit Dashboards 94

CIO Business Intelligence

OCTOBER 16, 2023

Pick any tech trend that takes business by storm—the Internet, smartphones, mobile applications—and what initially started as hype, which we now recognize is vastly understated. Yet the CAIO position merits serious consideration because GenAI’s rise has democratized AI capabilities across business lines—in every organization.

IT 142

IT Risk Software Forecasting 142

CIO Business Intelligence

APRIL 15, 2024

“Instead of advising on what’s possible, with the business making the decision at the end of the day, CIOs are now influencers, leading the change,” Mehta explains. For CIOs, understanding the business is table stakes — now we’re expected to change the business, not just technology.”

Digital Transformation 124

Digital Transformation Strategy Technology Enterprise 124

Domino Data Lab

MAY 31, 2022

What is Data Governance? Data governance refers to the process of managing enterprise data with the aim of making data more accessible, reliable, usable, secure, and compliant across an organization.

Data Governance 98

Data Governance Data Quality Enterprise Management 98

erwin

JANUARY 10, 2024

With examples of online marketplaces all around us, smart organizations are following suit by providing data marketplaces to data consumers across their enterprises. Treating data as a product and making it available through a marketplace is a rapidly trending and proven approach to better using and managing your data.

Measurement 59

Measurement Cost-Benefit Data Governance Management 59

CIO Business Intelligence

JUNE 23, 2022

While parts of this evolution are positive (the democratization of AI), other aspects come with less excitement (a much larger attack surface). Ease of use and democratization of AI with no-code tools. But how is AI actually being put to use in healthcare? . Here are the three trends enterprises need to know. .

Software 137

Software Modeling Metrics Enterprise 137

erwin

AUGUST 31, 2023

Q: Is data modeling cool again? In today’s fast-paced digital landscape, data reigns supreme. The data-driven enterprise relies on accurate, accessible, and actionable information to make strategic decisions and drive innovation. A: It always was and is getting cooler!!

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Data-driven Modeling Enterprise Structured Data 98

CIO Business Intelligence

OCTOBER 23, 2023

But just what are some of these other AI tools? Many enterprise apps that leverage intelligence exist in a category known as predictive AI, which make educated predictions based on historical data. Some AI tools are designed for data protection and sniff out anomalies from vast amounts of information.

Sales 131

Sales Unstructured Data Interactive Marketing 131

O'Reilly on Data

APRIL 2, 2019

A few years ago, we started publishing articles (see “Related resources” at the end of this post) on the challenges facing data teams as they start taking on more machine learning (ML) projects. So, why is this new open source project resonating with data scientists and machine learning engineers?

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Machine Learning Modeling Data Science Software 203

CIO Business Intelligence

SEPTEMBER 6, 2023

What exactly is it about and to what extent does it change the profiles of employees? In total, employees have access to more than 40,000 courses on data and AI qualifications on various external learning platforms. What is clear, however, is working methods will change, as will job profiles themselves.

Digital Transformation 110

Digital Transformation Interactive Machine Learning Deep Learning 110

CIO Business Intelligence

DECEMBER 15, 2023

What’s holding Africa back This lack of AI readiness essentially stems from inadequate access to connectivity, high levels of inequality, and incomplete and unstructured datasets. The success of AI applications also depends on the availability of high-quality and diverse data, but, unfortunately, this is where an inherent problem resides.

Forecasting 99

Forecasting Data-driven Technology Data Science 99

Juice Analytics

DECEMBER 16, 2021

Low user adoption for data solutions is the problem that won’t go away. It is the… …sticky-wicket of Cricket …‘Transformers’ of Sci-Fi movies …barnacle of boats …‘Two and a Half Men’ of TV The data and analytics industry has struggled for decades to get more people in organizations to use the data. Invest in data tooling ?Gather

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Analytics Consulting Statistics Visualization 136

CIO Business Intelligence

JUNE 14, 2022

For years, IT and data leaders have been striving to help their companies become more data driven. But technology investment alone is not enough to make your organization data driven. A lot of organizations have tried to treat data as a project,” says Traci Gusher, EY Americas data and analytics leader. “It

Data Transformation 143

Data Transformation Data-driven Data Strategy Strategy 143

CIO Business Intelligence

APRIL 10, 2024

Even though he first studied chemical engineering, Raul Caceres always had an interest in computers — databases in particular — and how working in the FMCG sector revealed that data was going to help large multinationals improve operations. “I That’s the conversation, so everyone in the organization can understand what the data tells them.

Technology 69

Technology Cost-Benefit Digital Transformation Consulting 69

IBM Big Data Hub

FEBRUARY 26, 2024

Read on to learn about what we currently know about Llama 3, and how it might affect the next wave of advancements in generative AI models. In his announcement and subsequent press, Zuckerberg reiterated Meta’s commitment to open licenses and democratizing access to artificial intelligence (AI). When will Llama 3 be released?

Modeling 126

Modeling Visualization Risk IT 126

CIO Business Intelligence

SEPTEMBER 27, 2023

What benefits can be expected and what challenges might arise? We plan to leverage AI for driving adaptive learner journeys — meeting the learner where they are at — as well as to derive insights from usage data for [administrators] to understand how to best improve engagement and performance,” Daly says.

Strategy 125

Strategy Risk Data-driven Modeling 125

CIO Business Intelligence

APRIL 15, 2024

We’ve had what I’d consider more traditional AI and machine learning for over a decade, with thousands of models we’ve built and applied, mostly in service to tax by analyzing the millions of tax returns we have,” says H&R Block CIO Alan Lowden. The first was safety and data privacy testing.

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Testing Experimentation Data Quality Machine Learning 79

Jen Stirrup

MARCH 7, 2024

One issue in cybersecurity, operational IT management and data management is the cost to solve issues, quickly, well, and cheaply. and they would most likely get their data back more quickly if they just paid the hackers. AI can automate routine data management tasks, reduce human error, and free up IT staff for more strategic work.

Machine Learning 76

Machine Learning Digital Transformation Reporting Optimization 76

Dataiku

SEPTEMBER 7, 2021

The concept of data democratization across the enterprise (meaning putting data into the hands of the many and not just the elite few, like data scientists or even analysts) is a big part of what we do at Dataiku… but it’s actually restrictive. Well, because the story is actually much bigger than that.

Machine Learning 104

Machine Learning Modeling Enterprise Analytics 104

CIO Business Intelligence

MARCH 20, 2024

Dealing with robustness, fairness, bias, truthfulness, and data leakage takes a lot of work—and all are prerequisites for getting LLMs into production safely. You wouldn’t ask a data scientist to perform a surgery—don’t expect AI to carry out industry-specific tasks without a professional at the helm. Take healthcare for example.

Advertising 94

Advertising Modeling Consulting Enterprise 94

IBM Big Data Hub

JANUARY 26, 2024

And while climate technology is minimizing impact and helping to make informed energy decisions, the next step in a just transition is to democratize this information and put it in the hands of communities. “One of our key roles is to engage community.

Testing 119

Testing Modeling Forecasting Technology 119

Ontotext

AUGUST 31, 2023

Have you ever been in a conversation where someone mentioned a “knowledge graph,” only to realize that their description was completely different from what you had in mind? What is a knowledge graph? An ontology enriches data within a knowledge graph with context and meaning that humans and computers can interpret.

Modeling 64

Modeling Optimization Knowledge Discovery Enterprise 64

CIO Business Intelligence

JUNE 29, 2022

An essential challenge in this is to use analytics at its best to truly understand what lies ahead. Businesses will move from data to science. For years, businesses have focused on identifying and wrangling credible valuable data sources. This is resulting in an overabundance of data.

Predictive Analytics 111

Predictive Analytics Analytics Business Objectives Data-driven 111

Alation

AUGUST 4, 2022

It’s been one decade since the “ Big Data Era ” began (and to much acclaim!). Analysts asked, What if we could manage massive volumes and varieties of data? What insights and new abilities might we unlock? Yet the question remains: How much value have organizations derived from big data?

Big Data 95

Big Data Digital Transformation Data Lake Data-driven 95

CIO Business Intelligence

SEPTEMBER 13, 2023

We were more of a services organization, so I had to create an organization that had architecture, data, and an analytics focus, but also digital partners. so what’s the prioritized work we need to do, and what capabilities do we need to do that work. I work for food companies, so guess what people are going to ask me for?

Digital Transformation 95

Digital Transformation Consulting Data Governance Technology 95

erwin

APRIL 16, 2024

The data mesh framework In the dynamic landscape of data management, the search for agility, scalability, and efficiency has led organizations to explore new, innovative approaches. One such innovation gaining traction is the data mesh framework. This empowers individual teams to own and manage their data.

Metadata 52

Metadata Data Quality Data Governance Modeling 52

CIO Business Intelligence

DECEMBER 18, 2023

Curious about what it all meant, we asked IT leaders to look back on the somewhat tumultuous year and reflect on what they learned. He cites AI as case in point, saying “leaders should identify the best ways for their organization to leverage AI by keeping a laser focus on what drives business value.

IT 132

IT Digital Transformation Technology Reporting 132

CIO Business Intelligence

APRIL 27, 2022

As a technology company you can imagine how easy it is to think of data-first modernization as a technology challenge. Data fabric, data cleansing and tagging, data models, containers, inference at the edge – cloud-enabled platforms are all “go-to” conversation points. and “how to do it?” and “how to do it?”,

Strategy 139

Strategy Data-driven Internet of Things Measurement 139

Juice Analytics

MARCH 22, 2021

This collection of world-class data stories demonstrates how to combined data visualization, interactivity, and classic storytelling. Each of these examples shows the importance of a clear message, supporting data and analysis, and a narrative flow to engage the reader. Want to learn more about data storytelling?

Visualization 135

Visualization Interactive Statistics Forecasting 135

Smarten

MARCH 13, 2024

If you are an IT professional, a business manager or an executive, you have probably been following the progress of the Citizen Data Scientist movement. In fact, Gartner predicted that, ‘…40% of data science tasks will be automated, resulting in increased productivity and broader usage by citizen data scientists.’

Analytics 52

Analytics Predictive Modeling Strategy Enterprise 52

CIO Business Intelligence

FEBRUARY 12, 2024

With today’s proliferation of genAI services democratizing AI , IT leaders are bracing for the growth of shadow AI. 1 With genAI gaining traction, IT should learn what employees prefer to use, educate them on how to use them responsibly and institute guardrails. IT leaders augmented productivity while preserving security.

Risk 86

Risk Consulting Technology Software 86

AWS Big Data

JANUARY 18, 2024

AWS Lake Formation and the AWS Glue Data Catalog form an integral part of a data governance solution for data lakes built on Amazon Simple Storage Service (Amazon S3) with multiple AWS analytics services integrating with them. The session also highlights Duke Energy’s journey with Lake Formation and the AWS Glue Data Catalog.

Data Lake 86

Data Lake Metadata Data Governance Statistics 86

CIO Business Intelligence

FEBRUARY 14, 2024

Alongside this AI buzz is the exponential data growth within every enterprise; studies show that global data creation is projected to grow to more than 180 zettabytes by 2025. In fact, nearly nine in 10 (86%) say AI is already impacting what their organizations can achieve.

Data-driven 72

Data-driven Uncertainty Enterprise Business Objectives 72