CIO Business Intelligence

JANUARY 24, 2024

Organizations can’t afford to mess up their data strategies, because too much is at stake in the digital economy. Unfortunately, the road to data strategy success is fraught with challenges, so CIOs and other technology leaders need to plan and execute carefully. Here are some data strategy mistakes IT leaders would be wise to avoid.

Data Strategy 135

Data Strategy Strategy Unstructured Data Data Governance 135

CIO Business Intelligence

APRIL 1, 2024

Here veteran IT leaders and advisers offer eight strategies to speed up IT modernization. Dvorak worked with one CIO who managed the IT environment like an investment portfolio , ranking components as either buy, hold, or sell. I need one managing data and orchestrating the OEM platform base to drive business results.”

Strategy 140

Strategy IT Digital Transformation ROI 140

O'Reilly on Data

JUNE 27, 2023

Doing so means giving the general public a freeform text box for interacting with your AI model. Welcome to your company’s new AI risk management nightmare. ” ) With a chatbot, the web form passes an end-user’s freeform text input—a “prompt,” or a request to act—to a generative AI model.

Risk Management 224

Risk Management Risk Management Modeling 224

Rocket-Powered Data Science

JULY 6, 2021

What attributes of your organization’s strategies can you attribute to successful outcomes? Seriously now, what do these word games have to do with content strategy? The key to success is to start enhancing and augmenting content management systems (CMS) with additional features: semantic content and context.

Strategy 266

Strategy Machine Learning Metadata Knowledge Discovery 266

Dataiku

AUGUST 31, 2023

As organizations become increasingly reliant on machine learning models, it is essential that data scientists maintain model effectiveness and reliability. Let’s explore what data drift is, detection methods, monitoring strategies, and effective management techniques to ensure your models remain robust and dependable.

Modeling 69

Modeling Management Machine Learning Strategy 69

IBM Big Data Hub

APRIL 19, 2024

This blog series discusses the complex tasks energy utility companies face as they shift to holistic grid asset management to manage through the energy transition. Asset performance management (APM) processes, such as risk-based and predictive maintenance and asset investment planning (AIP), enable health monitoring technologies.

Management 91

Management Internet of Things Risk IoT 91

CIO Business Intelligence

APRIL 25, 2024

Cloud cost management remains a critical CIO priority. For CIOs who may need to customize their cloud cost information streams or manage a complex cloud estate, do-it-yourself cloud cost management may be the way to go. And that’s all before considering the need to fuel new AI initiatives , which can push cloud costs up further.

Management 115

Management Optimization Strategy Enterprise 115

CIO Business Intelligence

APRIL 2, 2024

Underpinning these initiatives is a slew of technology capabilities and strategies aimed at accelerating delivery cycles, such as establishing product management disciplines, building cloud architectures, developing devops capabilities, and fostering agile cultures.

Management 124

Management Digital Transformation Testing Experimentation 124

Ontotext

JANUARY 29, 2024

The generative AI buzz and interest in cloud migration shouldn’t be ignored, but as with any technology that requires data strategy, it’s critical that data and analytics professionals be crystal clear about their priorities and confident in the projects that will positively impact their business and goals.

Strategy 52

Strategy Management Metadata Data-driven 52

IBM Big Data Hub

DECEMBER 18, 2023

In today’s business environment, regardless of the product or service, leaders must develop a well-honed business strategy. A successful business strategy must clearly define an organization’s objectives, decision-making processes and long-term business goals.

Strategy 73

Strategy Cost-Benefit Consulting Marketing 73

CIO Business Intelligence

MARCH 15, 2023

Endpoint security requires a comprehensive and flexible strategy that goes way beyond what security teams relied on a decade or more ago. That’s because in the past year, attackers have adopted new models for extorting money from victims. You can’t secure what you can’t manage,” says Morris. Those days are over.

Strategy 79

Strategy Management Software Risk 79

IBM Big Data Hub

DECEMBER 20, 2023

A successful business strategy dictates the allocation of resources and outlines how a company will achieve its strategic goals. Whether the organization is focused on developing new products or marketing an existing service to an under-served demographic, having a solid strategy will help an organization realize its long-term goals.

Strategy 75

Strategy Advertising Key Performance Indicator Consulting 75

CIO Business Intelligence

FEBRUARY 15, 2024

When I joined Graded IT to drive digital transformation, management was convinced of the centrality of change,” says Gennaro Ardolino, head of digital innovation and CISO of the Neapolitan energy saving company. Managers speak their own language and don’t always make the effort to understand the language of IT.

Strategy 114

Strategy Digital Transformation Cost-Benefit Forecasting 114

IBM Big Data Hub

APRIL 8, 2024

In a world where every company is now a technology company, all enterprises must become well-versed in managing their digital products to remain competitive. In other words, they need a robust digital product lifecycle management (PLM) strategy. Companies commonly ignore this issue and allow the two models to operate separately.

Data-driven 59

Data-driven Management Data Governance Strategy 59

CIO Business Intelligence

JANUARY 22, 2024

However, understanding what’s going on with some large language models (LLMs) in terms of how they’ve been trained, and on what data and whether the outputs can be trusted, is another matter considering the increasing rate of hallucinations. Gartner estimates that by 2030, synthetic data will overtake the use of real data in AI models.

Data Strategy 128

Data Strategy Strategy Data-driven Enterprise 128

IBM Big Data Hub

DECEMBER 20, 2023

Without an AI strategy, organizations risk missing out on the benefits AI can offer. An AI strategy helps organizations address the complex challenges associated with AI implementation and define its objectives. What is an AI strategy? A successful AI strategy should act as a roadmap for this plan.

Strategy 77

Strategy Business Objectives Cost-Benefit Consulting 77

IBM Big Data Hub

JANUARY 16, 2024

A finely tuned product development strategy is a holistic, cross-collaborative endeavor with the capacity to help any organization weather unforeseen events or market changes. Why is a strong product development strategy important? Consumers have access to more information than ever to compare products and brands.

Strategy 80

Strategy Cost-Benefit Testing Manufacturing 80

CIO Business Intelligence

DECEMBER 18, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax For all the deserved enthusiasm about the potential of generative AI, “ ChatGPT is not your AI strategy ” remains sound advice. That said, it’s still worthwhile to think about how to use large language model (LLM)-powered tools like ChatGPT in more strategic ways.

Strategy 132

Strategy IT Uncertainty Machine Learning 132

CIO Business Intelligence

SEPTEMBER 26, 2023

This demand in AI and generative AI workloads, according to co-founder CTO Larry Ellison , will sustain itself as enterprises continue feeding data to AI engines or models to keep them up-to-date or relevant, which in turn will create demand for Oracle’s offerings for model training, inferencing, and grounding.

Strategy 137

Strategy Data Processing Data-driven Machine Learning 137

CIO Business Intelligence

OCTOBER 25, 2023

Here, MACH Alliance members and other IT leaders offer the following three commandments that should underpin any API strategy. These principles not only ensure software systems work well together, but also that teams work together in service of the organization’s overall software development strategy.

Strategy 136

Strategy Software Enterprise Technology 136

CIO Business Intelligence

FEBRUARY 20, 2024

Moreover, most enterprise cloud strategies involve a variety of cloud vendors, including point-solution SaaS vendors operating in the cloud. I don’t see a downside in asking for that,” says Brian Levine, managing director of cybersecurity for Ernst & Young. They want their own team to manage everything. Probably not.

Risk 121

Risk Enterprise Strategy Snapshot 121

Smart Data Collective

OCTOBER 6, 2023

Data analytics technology has helped retail companies optimize their business models in a number of ways. One major factor businesses should keep a close eye on to manage these fluctuations effectively is capacity utilization. This might involve hiring additional staff, increasing production, or putting in place contingency strategies.

Management 116

Management Analytics Predictive Analytics Cost-Benefit 116

IBM Big Data Hub

SEPTEMBER 6, 2023

According to the IBM survey, when CMOs were asked what they thought the primary challenges were in adopting generative AI, they listed three top concerns: managing the complexity of implementation, building the data set and brand and intellectual property (IP) risk. With the right generative AI strategy, marketers can mitigate these concerns.

Marketing 119

Marketing Strategy B2B Cost-Benefit 119

IBM Big Data Hub

MARCH 29, 2024

Imagine a future where artificial intelligence (AI) seamlessly collaborates with existing supply chain solutions, redefining how organizations manage their assets. Let’s look at some of those challenges to generative AI for asset performance management. Undoubtedly. But what if you could optimize even further?

Management 88

Management Structured Data Modeling Data Governance 88

CIO Business Intelligence

JUNE 23, 2023

According to the MIT Technology Review Insights Survey, an enterprise data strategy supports vital business objectives including expanding sales, improving operational efficiency, and reducing time to market. The problem is today, just 13% of organizations excel at delivering on their data strategy.

Data Strategy 111

Data Strategy Strategy Visualization Consulting 111

IBM Big Data Hub

NOVEMBER 30, 2023

This situation increases the need for businesses to adapt their sustainability strategies to address climate change issues. Knowing the rates at which vegetation is likely to grow along the grid network aids in effective vegetation management planning. What can organizations do about climate change?

Strategy 93

Strategy Insurance Risk Management 93

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Management 332

Management Machine Learning Experimentation Metrics 332

CIO Business Intelligence

JULY 6, 2023

While Microsoft, AWS, Google Cloud, and IBM have already released their generative AI offerings, rival Oracle has so far been largely quiet about its own strategy. The service also comes with Nvidia’s foundation models, such as BioNeMo and Nvidia Picasso, along with AI training and governance frameworks.

Strategy 95

Strategy Metadata Enterprise Modeling 95

IBM Big Data Hub

APRIL 29, 2024

VeloxCon 2024 , the premier developer conference that is dedicated to the Velox open-source project, brought together industry leaders, engineers, and enthusiasts to explore the latest advancements and collaborative efforts shaping the future of data management.

Management 67

Management Optimization Data Processing Metrics 67

IBM Big Data Hub

APRIL 9, 2024

Preparing and annotating data IBM watsonx.data helps organizations put their data to work, curating and preparing data for use in AI models and applications. “For the Masters we use 290 traditional AI models to project where golf balls will land,” says Baughman. ” Watsonx.ai ” Watsonx.ai

Management 84

Management IT Machine Learning Metrics 84

CIO Business Intelligence

MARCH 25, 2024

Modern digital organisations tend to use an agile approach to delivery, with cross-functional teams, product-based operating models , and persistent funding. But to deliver transformative initiatives, CIOs need to embrace the agile, product-based approach, and that means convincing the CFO to switch to a persistent funding model.

Modeling 122

Modeling Cost-Benefit IT ROI 122

IBM Big Data Hub

DECEMBER 13, 2023

A procurement strategy allows an organization to navigate an increasingly complex global supply chain, adapt swiftly to market fluctuations, and achieve cost optimization, operational efficiency and growth. A procurement strategy is not merely a series of steps for acquiring goods and services. What is a procurement strategy?

Strategy 70

Strategy Cost-Benefit Key Performance Indicator Consulting 70

CIO Business Intelligence

NOVEMBER 2, 2023

Yet, controlling cloud costs remains the top challenge IT leaders face in making the most of their cloud strategies, with about one third — 35% — of respondents citing these expenses as the No. It depends on what business model you’re in. 1 barrier to moving forward in the cloud. I strike this language from all my contracts.”

Strategy 133

Strategy Data Processing Experimentation Optimization 133

CIO Business Intelligence

MAY 17, 2023

Excellent opportunities to save and make money, reduce risk, and develop new models of business emerge when business, IT and data teams work together, identifying where the enterprise’s most valuable data assets reside. Why it matters:  Data-driven business decisions must factor prominently in modernization efforts. Technical Debt Tug-of-War.

Data-driven 95

Data-driven Strategy IT Insurance 95

CIO Business Intelligence

MARCH 9, 2022

Today’s cloud strategies revolve around two distinct poles: the “lift and shift” approach, in which applications and associated data are moved to the cloud without being redesigned; and the “cloud-first” approach, in which applications are developed or redesigned specifically for the cloud. Embrace cloud-native principles.

Strategy 145

Strategy Consulting Risk Testing 145