CIO Business Intelligence

MARCH 7, 2023

While digital initiatives and talent are the board directors’ top strategic business priorities in 2023-2024, IT spending is forecasted to grow by only 2.4% Some IT organizations elected to lift and shift apps to the cloud and get out of the data center faster, hoping that a second phase of funding for modernization would come.

Digital Transformation 145

Digital Transformation Data Governance Machine Learning Experimentation 145

CIO Business Intelligence

NOVEMBER 15, 2022

But released the next day, the 2023 Gartner CIO and Technology Executive Survey revealed that EMEA-based CIOs expect IT budgets to increase 4.4% Digitally reduce energy usage: Gartner believes that CIOs should use cloud, data and analytics to establish a “base load” – an overview of how much energy the organisation has consumed.

Digital Transformation 143

Digital Transformation Machine Learning Data-driven Experimentation 143

CIO Business Intelligence

SEPTEMBER 18, 2024

Einstein for Service — Autodesk’s first use of Salesforce’s gen AI platform — has driven sizable efficiencies for Autodesk customer agents, says Kota, singling out AI-generated summaries of case issues and resolutions as a key productivity gain.

Digital Transformation 119

Digital Transformation Experimentation Sales Software 119

CIO Business Intelligence

SEPTEMBER 12, 2024

Frustrated by the lack of generative AI tools, he discovers a free online tool that analyzes his data and generates the report he needs in a fraction of the usual time. A routine audit uncovers severe compliance issues with how the tool accesses and stores data. The accolades are short-lived.

Experimentation 111

Experimentation Risk Cost-Benefit Strategy 111

CIO Business Intelligence

AUGUST 15, 2024

Many of those gen AI projects will fail because of poor data quality, inadequate risk controls, unclear business value , or escalating costs , Gartner predicts. Operating profit gains from AI doubled to nearly 5% between 2022 and 2023, with the figure expected to reach 10% by 2025, she adds. What comes up must come down.”

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

IBM Big Data Hub

JANUARY 17, 2023

Due to the convergence of events in the data analytics and AI landscape, many organizations are at an inflection point. Furthermore, a global effort to create new data privacy laws, and the increased attention on biases in AI models, has resulted in convoluted business processes for getting data to users. Data governance.

Data-driven 56

Data-driven Enterprise Data Governance Data Science 56

DataRobot Blog

MARCH 7, 2023

DataRobot on Azure accelerates the machine learning lifecycle with advanced capabilities for rapid experimentation across new data sources and multiple problem types. This generates reliable business insights and sustains AI-driven value across the enterprise.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

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

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. Create awareness: Share data-driven analysis with key stakeholders and executives and educate them about the challenge.

Risk 108

Risk Experimentation Testing Strategy 108

The Unofficial Google Data Science Blog

APRIL 23, 2024

Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well. To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

FEBRUARY 16, 2024

ADP remains the 500-pound gorilla in payroll and, with its rich data, can literally tell you what’s really moving the economy,” said Pete A. ADP Data Cloud is one of the “richest datasets in the world,” and this enables the company to anonymize, customize, and monetize its data stockpile in many new ways for its client base, Nagrath claims.

Digital Transformation 116

Digital Transformation Experimentation Cost-Benefit Machine Learning 116

CIO Business Intelligence

SEPTEMBER 27, 2023

The decision to launch this pilot phase was driven by a desire to stay ahead in the field, assess the potential applications of gen AI, and subsequently transition into targeted proof-of-concept projects,” says Vlad-George Iacob, vice president of engineering at Hackajob. IT leaders should create a “safe space” for innovation, Iacob says.

Strategy 126

Strategy Data-driven Risk Technology 126

IBM Big Data Hub

DECEMBER 5, 2023

Generative AI excels at handling diverse data sources such as emails, images, videos, audio files and social media content. This unstructured data forms the backbone for creating models and the ongoing training of generative AI, so it can stay effective over time. The impact of these investments will become evident in the coming years.

Unstructured Data 90

Unstructured Data Cost-Benefit Machine Learning Experimentation 90

CIO Business Intelligence

FEBRUARY 21, 2023

Yet in 2023, the brewer faces new constraints, such as an expected recession, rising barley and energy prices, and aluminum supply chain shortages. Meanwhile, the new AI platform AIDDA (artificial intelligence, data driven advisor, dynamic advisor) gives sales representatives better insight on pricing, stock and promotions.

Sales 105

Sales Digital Transformation Experimentation Optimization 105

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.” Adaptability and useability of AI tools For CIOs, 2023 was the year of cautious experimentation for AI tools. They want to know how to handle access to their data as it comes in faster.”

Cost-Benefit 139

Cost-Benefit Digital Transformation Consulting Strategy 139

CIO Business Intelligence

JULY 31, 2023

Just look at the stats:Some 45% of 2,500 executives polled for a May 2023 report from research firm Gartner said the publicity around ChatGPT prompted them to increase their AI investments, 70% said their organization is already exploring gen AI, and 19% are in actual pilot or production mode.

Strategy 98

Strategy Risk Enterprise Risk Management 98

IBM Big Data Hub

SEPTEMBER 25, 2023

The magic behind Uber’s data-driven success Uber, the ride-hailing giant, is a household name worldwide. But what most people don’t realize is that behind the scenes, Uber is not just a transportation service; it’s a data and analytics powerhouse. Consider the magnitude of Uber’s footprint.

OLAP 86

OLAP Data Lake Data-driven Online Analytical Processing 86

CIO Business Intelligence

AUGUST 25, 2023

It’s around these four work streams that leading organizations are positioning themselves to mature their data strategies and, in doing so, answer not only today’s AI questions but tomorrow’s. So, if you, too, want to leverage AI to its fullest extent, you must first look in the mirror: Can I manage this growing volume of data?

Strategy 98

Strategy Data Strategy Experimentation Uncertainty 98

CIO Business Intelligence

JULY 3, 2024

The stories abound about pricing increases following Broadcom’s acquisition of VMware in late 2023. In the short term this might be the only practical option as the options might require both time and experimentation. IDC is a wholly owned subsidiary of International Data Group (IDG Inc.), An increase of 300%.

Testing 85

Testing Modeling Marketing Experimentation 85

CIO Business Intelligence

MAY 10, 2023

times the economy in 2023. Sundararajan has redefined the company’s purpose of reimagining global agriculture and food systems, and this is buoyed by his beliefs in good leadership: the ability to manage ambiguity and look at things through an experimental framework, which can open doors to more possibilities for the business.

Enterprise 52

Enterprise Digital Transformation Internet of Things B2B 52

AWS Big Data

NOVEMBER 14, 2023

Data is a key strategic asset for every organization, and every company is a data business at its core. However, in many organizations, data is typically spread across a number of different systems such as software as a service (SaaS) applications, operational databases, and data warehouses.

IoT 59

IoT Data-driven Data Lake Data Strategy 59

CIO Business Intelligence

FEBRUARY 14, 2024

Fundamentals like security, cost control, identity management, container sprawl, data management, and hardware refreshes remain key strategic areas for CIOs to deal with. Data due diligence Generative AI especially has particular implications for data security, Mann says.

IT 143

IT Metadata Data-driven Management 143

CIO Business Intelligence

MAY 14, 2024

In past years, reporting fatal drug overdoses has largely been a paper- and human-driven process in King County, which shares the information with state and federal agencies. In 2023, King County reported about 1,300 fatal drug overdoses. Azure Databricks is also employed for data analytics as part of the solution.

Machine Learning 97

Machine Learning Deep Learning Reporting Experimentation 97

CIO Business Intelligence

JANUARY 15, 2025

It helps business owners understand what the invoices are, when to send out reminders, and how to collect money, says Ashok Srivastava, Intuits chief data officer. GenOS was launched in June 2023 and this past September, it was augmented with the GenOS AI Workbench, a dedicated development environment. And theyre seeing returns.

Cost-Benefit 141

Cost-Benefit ROI Reporting Software 141

CIO Business Intelligence

FEBRUARY 19, 2025

If 2023 was the year of experimentation with gen AI, 2024 was when companies zeroed in on use cases and started putting pilot projects into production. The early part of 2024 was disappointing when it comes to ROI, says Traci Gusher, data and analytics leader at EY Americas. Were taking that part very slowly.

ROI 137

ROI Marketing Sales Software 137

CIO Business Intelligence

FEBRUARY 12, 2025

Saudi Arabias Vision 2030 emphasizes a technology-driven transformation to achieve its social, economic, and environmental goals, focusing on adopting and producing advanced innovations to position itself as a global leader in technological disruption.

Publishing 52

Publishing Data-driven Experimentation Consulting 52

Ontotext

DECEMBER 6, 2024

Introduction While 2023 was all about ChatGPT and large language modes (LLMs), in 2024 the rage has shifted to Retrieval Augmented Generation (RAG). Building a RAG prototype is relatively easy, but making it production-ready is hard with organizations routinely getting stuck in experimentation mode. Figure 1 shows GraphDB 10.8s

Modeling 59

Modeling Cost-Benefit Experimentation Optimization 59