CIO Business Intelligence

JANUARY 10, 2025

Currently, 51% of organizations are exploring their potential to optimize administrative tasks (60%), customer service (54%), and business content creation (53%). Despite the challenges, there is optimism about driving greater adoption. Profitability remains a close second, surging from 35% in early 2024 to 73% by years end.

ROI 81

ROI Enterprise Broadcasting Metrics 81

CIO Business Intelligence

DECEMBER 23, 2024

A new survey of SAP customer organizations shows that, despite AI experimentation, few have implemented AI and generative AI technologies across their enterprises. AI can help automate and optimize production, logistics, and personnel management processes, leading to visible cost savings and improvements.

Experimentation 59

Experimentation Optimization Digital Transformation Manufacturing 59

CIO Business Intelligence

APRIL 12, 2024

Right now most organizations tend to be in the experimental phases of using the technology to supplement employee tasks, but that is likely to change, and quickly, experts say. But that’s just the tip of the iceberg for a future of AI organizational disruptions that remain to be seen, according to the firm.

Experimentation 143

Experimentation Reporting Testing Statistics 143

Ontotext

JANUARY 10, 2025

Through iterative experimentation, we incrementally added new modules refining the prompts. We also experimented with prompt optimization tools, however these experiments did not yield promising results. In many cases, prompt optimizers were removing crucial entity-specific information and oversimplifying.

Informatics 59

Informatics Modeling Metadata Experimentation 59

CIO Business Intelligence

JULY 24, 2024

Yet, according to IDC’s March 2024 Future Enterprise Resiliency and Spending Survey, Wave 3 , 60% of organizations consider their digital infrastructure spending poorly aligned with expected business results. Key strategies for exploration: Experimentation: Conduct small-scale experiments.

Technology 98

Technology Experimentation Cost-Benefit Digital Transformation 98

CIO Business Intelligence

DECEMBER 19, 2024

IDCs Sustainability Readiness Survey 2024 shows that the top 2 areas of ESG/sustainability-related investment for organizations are IT infrastructure efficiency assessments and investments (cited by 41.9% of survey respondents) and circular economy implementations (40.2%).

IT 52

IT IoT Machine Learning Optimization 52

CIO Business Intelligence

JANUARY 19, 2024

According to data from PayScale, $99,842 is the average base salary for a data scientist in 2024. The certification consists of several exams that cover topics such as machine learning, natural language processing, computer vision, and model forecasting and optimization.

Data Science 126

Data Science Machine Learning Predictive Modeling Forecasting 126

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% Many CIOs will face a challenging year grappling with growing pressure from transformation initiatives, weekly layoff announcements, and the prospect of a recession.

Digital Transformation 145

Digital Transformation Data Governance Machine Learning Experimentation 145

CIO Business Intelligence

JULY 2, 2024

Recently, MENA and Central Asian telecoms stakeholders came together at a roundtable during MWC Shanghai 2024, the leading connectivity event in Asia Pacific. This requires a forward-looking, flexible regulatory framework that encourages experimentation, promotes interoperability, and protects consumers’ rights.

Experimentation 105

Experimentation Digital Transformation Risk Management Risk 105

CIO Business Intelligence

FEBRUARY 21, 2023

The firm’s connected brewery IoT platform, for instance, is being used for data ingestion and edge computing in breweries, enabling local teams to analyze, adjust, test and optimize production processes, with this in-turn allowing operations to leverage real-time and historical data to support the workers on the shop floor.

Sales 105

Sales Digital Transformation Experimentation Optimization 105

IBM Big Data Hub

MAY 17, 2024

Optimized: Cloud environments are now working efficiently and every new use case follows the same foundation set forth by the organdization. Cloud security maturity model The optimization of security is paramount for any organization that moves to the cloud. Service ownership is established and distributed to self-sufficient teams.

Modeling 96

Modeling Cost-Benefit Optimization Digital Transformation 96

CIO Business Intelligence

AUGUST 1, 2023

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. There are three departments where CIOs must partner with their CHROs and CISOs in communicating policy and creating a governance model that supports smart experimentation.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Data Science 98

Cloudera

OCTOBER 8, 2024

This service supports a range of optimized AI models, enabling seamless and scalable AI inference. By 2023, the focus shifted towards experimentation. Now, in 2024, generative AI is moving into the production phase for many companies. These innovations pushed the boundaries of what generative AI could achieve.

Optimization 75

Optimization Experimentation Metrics Enterprise 75

CIO Business Intelligence

MAY 30, 2024

According to Forrester’s 2024 predictions, 60% of skeptics will overcome their gen AI doubts by the end of the year and appreciate it for its uses in conversational assistants, and its ability to translate and synthesize content. Employees are even calling it a trusted colleague.

Cost-Benefit 119

Cost-Benefit Sales Modeling Experimentation 119

AWS Big Data

JULY 8, 2024

which introduces a number of bug fixes over version 1.19.0 , released in March 2024. In every Apache Flink release, there are exciting new experimental features. This flexibility optimizes job performance by reducing checkpoint frequency during backlog phases, enhancing overall throughput.

Management 104

Management Dashboards Consulting Snapshot 104

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. 46% of survey respondents in 2024 showed a preference for open source models.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

AWS Big Data

MAY 24, 2023

When you build your transactional data lake using Apache Iceberg to solve your functional use cases, you need to focus on operational use cases for your S3 data lake to optimize the production environment. The following examples are also available in the sample notebook in the aws-samples GitHub repo for quick experimentation.

Data Lake 91

Data Lake Snapshot Metadata Optimization 91

IBM Big Data Hub

DECEMBER 14, 2023

It is very easy to turn a terraform template into a deployable architecture and open the door to cost optimization, compliance management, self-service, standardization and repeatability. The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk.

Experimentation 65

Experimentation Testing Software Management 65

AWS Big Data

SEPTEMBER 13, 2024

For example: HTTP/1.1

Management 104

Management Snapshot Cost-Benefit Testing 104

CIO Business Intelligence

FEBRUARY 14, 2024

Generative AI continues to dominate IT projects for many organizations, with two thirds of business leaders telling a Harris Poll they’ve already deployed generative AI tools internally, and IDC predicting spend on gen AI will more than double in 2024. But the usual laundry list of priorities for IT hasn’t gone away.

IT 143

IT Metadata Data-driven Management 143

CIO Business Intelligence

MARCH 10, 2022

Fujitsu remains very much interested in the mainframe market, with a new model still on its roadmap for 2024, and a move under way to “shift its mainframes and UNIX servers to the cloud, gradually enhancing its existing business systems to optimize the experience for its end-users.”

Sales 130

Sales Testing Experimentation Data Processing 130

CIO Business Intelligence

NOVEMBER 19, 2024

According to a recent IDC study (Future Enterprise Resiliency and Spending Survey, Wave 4, IDC, April 2024), companies are conducting an average of 37 GenAI proofs of concept (POCs), with only five advancing to production. Solution: Optimize models for efficiency, leveraging cloud-based solutions.

Consulting 137

Consulting Cost-Benefit Experimentation Optimization 137

CIO Business Intelligence

MARCH 26, 2025

For example, in the online job market, optimizing search algorithms and AI-driven candidate-job matching directly impacts user engagement and revenue. Evaluate ROI and substantiate it with relevance, optimization and impact Utilize your tech investments to deliver financial and operational agility.

Business Objectives 103

Business Objectives Finance Digital Transformation Data-driven 103

CIO Business Intelligence

FEBRUARY 5, 2025

Lucidworks study of gen AI investment says that in 2024, business leaders are slowing down spending to balance the benefits, costs, and risks of this relatively new technology. Also in 2024, 42% of companies reported that their gen AI initiatives have yet to deliver meaningful results.

Cost-Benefit 117

Cost-Benefit ROI Metrics Measurement 117

CIO Business Intelligence

OCTOBER 14, 2024

Focused on digitization and innovation and closely aligned with lines of business, some 40% of IT leaders surveyed in CIO.com’s State of the CIO Study 2024 characterize themselves as transformational, while a quarter (23%) consider themselves functional: still optimizing, modernizing, and securing existing technology infrastructure.

Digital Transformation 131

Digital Transformation Experimentation Cost-Benefit Risk 131

CIO Business Intelligence

APRIL 14, 2025

The Model Context Protocol (MCP) launched as an open standard by LLM developer Anthropic in November 2024 has the potential to solve some of these challenges. As users flocked to the search engine, website owners optimized their content for greater visibility, bending much of the web to Googles algorithm.

Experimentation 82

Experimentation Interactive Enterprise Modeling 82

CIO Business Intelligence

FEBRUARY 7, 2025

Streamline operations: From supply chain optimization to internal alignment to predictive maintenance, AI can help us identify inefficiencies and streamline processes across the organization. Organizations should promote a culture of continuous improvement, experimentation, and empowerment.

Insurance 93

Insurance Business Driver Unstructured Data Experimentation 93

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