CIO Business Intelligence

DECEMBER 17, 2024

While genAI has been a hot topic for the past couple of years, organizations have largely focused on experimentation. In 2025, thats going to change. Here are five keys to addressing these issues for AI success in 2025. Click here to learn more about how you can advance from genAI experimentation to execution.

Experimentation 98

Experimentation ROI Risk Data Quality 98

CIO Business Intelligence

OCTOBER 17, 2024

Organizations and vendors are already rolling out AI coding agents that enable developers to fully automate or offload many tasks, with more pilot programs and proofs-of-concept likely to be launched in 2025, says Philip Walsh, senior principal analyst in Gartner’s software engineering practice.

Software 141

Software Testing Experimentation Consulting 141

CIO Business Intelligence

AUGUST 15, 2024

Gartner also recently predicted that 30% of current gen AI projects will be abandoned after proof-of-concept by 2025. Operating profit gains from AI doubled to nearly 5% between 2022 and 2023, with the figure expected to reach 10% by 2025, she adds.

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

CIO Business Intelligence

OCTOBER 3, 2024

Rather than pull away from big iron in the AI era, Big Blue is leaning into it, with plans in 2025 to release its next-generation Z mainframe , with a Telum II processor and Spyre AI Accelerator Card, positioned to run large language models (LLMs) and machine learning models for fraud detection and other use cases.

Machine Learning 140

Machine Learning Experimentation Insurance Modeling 140

CIO Business Intelligence

JANUARY 28, 2025

This transition represents more than just a shift from traditional systemsit marks a significant pivot from experimentation and proof-of-concept to scaled adoption and measurable value.

Digital Transformation 52

Digital Transformation Data-driven Experimentation Strategy 52

CIO Business Intelligence

DECEMBER 11, 2024

Research from IDC predicts that we will move from the experimentation phase, the GenAI scramble that we saw in 2023 and 2024, and mature into the adoption phase in 2025/26 before moving into AI-fuelled businesses in 2027 and beyond. So what are the leaders doing differently? The SAS research project explores this in detail.

ROI 59

ROI Experimentation Insurance Strategy 59

CIO Business Intelligence

APRIL 29, 2024

They need to have a culture of experimentation.” Gartner, in an IT spending forecast released in April, predicted that 22% of all smartphones shipped this year will be AI-enabled, rising to 32% in 2025, and 56% in 2026. CIOs should be “change agents” who “embrace the art of the possible,” he says. With gen AI, there’s more enthusiasm.

Forecasting 135

Forecasting Experimentation Risk Machine Learning 135

CIO Business Intelligence

AUGUST 23, 2024

Data scientists at Bayer have developed several proofs of concept of generative AI models on the new platform that remain in discovery and evaluation phase for “efficacy,” McQueen says, adding that the models won’t be in production until 2025. The R&D pipeline is pretty highly confidential at this point,” he says.

Data Science 101

Data Science Experimentation Testing Modeling 101

CIO Business Intelligence

AUGUST 14, 2024

It’s embedded in the applications we use every day and the security model overall is pretty airtight. Microsoft has also made investments beyond OpenAI, for example in Mistral and Meta’s LLAMA models, in its own small language models like Phi, and by partnering with providers like Cohere, Hugging Face, and Nvidia. That’s risky.”

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

MAY 31, 2022

These new, digitally enhanced worlds, realities, and business models are poised to revolutionize both life and enterprise in the next decade, as explored in Accenture’s recent Technology Vision 2022 report. By solving for issues of bias and privacy, it can bring next-level improvements to AI models in fairness and innovation.

Technology 116

Technology Interactive Experimentation IoT 116

CIO Business Intelligence

OCTOBER 18, 2023

Of roughly 2,500 CIOs surveyed recently by Gartner, 9% say they have already deployed gen AI applications, and a staggering 55% say they will deploy large language models (LLMs) in production by the end of 2025. CarMax CITO Shamim Mohammed confirms his company was using OpenAI’s GPT-3.x

Risk 141

Risk Manufacturing Enterprise Technology 141

CIO Business Intelligence

AUGUST 21, 2024

According to Gartner, an agent doesn’t have to be an AI model. Starting in 2018, the agency used agents, in the form of Raspberry PI computers running biologically-inspired neural networks and time series models, as the foundation of a cooperative network of sensors. “It And, yes, enterprises are already deploying them.

Risk 136

Risk Insurance Cost-Benefit Software 136

Cloudera

OCTOBER 8, 2020

By 2025 nearly all data generated will be in real-time. In fact, it was a painful process to overhaul their entire business model and they lost significant revenues over the course of two years. A disruptive mindset creates an environment that embraces constant experimentation and change. Poor data quality costs upwards of $3.1

Digital Transformation 106

Digital Transformation Unstructured Data Experimentation Uncertainty 106

IBM Big Data Hub

OCTOBER 20, 2023

Artificial intelligence platforms enable individuals to create, evaluate, implement and update machine learning (ML) and deep learning models in a more scalable way. AI platforms assist with a multitude of tasks ranging from enforcing data governance to better workload distribution to the accelerated construction of machine learning models.

Machine Learning 71

Machine Learning Manufacturing Deep Learning Cost-Benefit 71

DataRobot Blog

FEBRUARY 15, 2023

By 2025, according to Gartner, chief data officers (CDOs) who establish value stream-based collaboration will significantly outperform their peers in driving cross-functional collaboration and value creation. Our objective was to create a machine learning model that could accurately predict the selling price of a single-family home.

Machine Learning 52

Machine Learning Modeling Cost-Benefit Metrics 52

Ontotext

NOVEMBER 2, 2023

However, it will take effort to formalize a shared semantic model that can be mapped to data assets, and turn unstructured data into a format that can be mined for insight. And while there is a great deal of experimentation underway, most organizations have only scratched the surface in a use-case-by-use-case fashion.

IT 69

IT Cost-Benefit Data-driven Technology 69

CIO Business Intelligence

APRIL 9, 2025

Until we can connect data to the nuances of the business through active governance and trusted context with semantic models that mirror the business, our gut instincts will take priority. Without rock-solid data foundations, even the most advanced ML models merely provide artful analysis.

Enterprise 102

Enterprise Analytics Experimentation Machine Learning 102

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.” Z as a service.

Sales 130

Sales Testing Experimentation Data Processing 130

CIO Business Intelligence

FEBRUARY 14, 2024

That’s not just about the cost of preparing a larger data set than you need, which takes expertise that’s still uncommon and commands a high salary, but also what you’re teaching the model. If you’ve got a hundred people doing experiments with AI and just one forgets to deprovision their instance, you’ve got a bill coming,” Mann says.

IT 143

IT Metadata Data-driven Management 143

DataRobot Blog

AUGUST 10, 2022

As ICSs develop plans to deliver around 30% more elective activity by 2024-2025 than before the pandemic, the need to retain clinical staff is paramount. This is being particularly felt by trusts as the high volume of nursing staff vacancies impacts operational delivery and patient care. Resetting urgent care performance and delivery.

Forecasting 52

Forecasting Data-driven Experimentation Risk 52

CIO Business Intelligence

JANUARY 13, 2025

As 2025 dawns, CIOs face an IT landscape that differs significantly from just a year ago. Most of all, the following 10 priorities should be at the top of your 2025 to-do list. Now, however, many IT leaders are moving past the experimentation stage with the expectation that gen AI investments should begin delivering actual value.

Experimentation 140

Experimentation Strategy ROI Digital Transformation 140

CIO Business Intelligence

FEBRUARY 17, 2025

At the 2025 World Government Summit in Dubai, Google & Alphabet CEO Sundar Pichai joined H.E. He highlighted Googles AI-powered products, reaching over 2 billion users, from Maps and Search to Android, and its recent advancements with the Gemini models.

Experimentation 123

Experimentation Risk Measurement Testing 123

Dataiku

JANUARY 31, 2025

IT leaders, data executives, and business decision-makers are moving beyond early GenAI experimentation and shifting their focus to operationalizing AI at scale for measurable impact. How do we prove ROI and justify continued investment in GenAI?

Experimentation 87

Experimentation ROI Measurement Modeling 87

CIO Business Intelligence

NOVEMBER 4, 2024

IDC, for instance, recommends the NIST AI Risk Management Framework as a suitable standard to help CIOs develop AI governance in house, as well as EU AI ACT provisions, says Trinidad, who cites best practices for some aspects of AI governance in “ IDC PeerScape: Practices for Securing AI Models and Applications.” The challenges? “AI

Uncertainty 137

Uncertainty Cost-Benefit Risk Experimentation 137

CIO Business Intelligence

APRIL 22, 2025

By fostering a shared vocabulary that includes market dynamics, revenue models, customer needs and strategic priorities, organizations can bridge the gap between IT and business leadership, enabling more cohesive, value-driven decision-making across the enterprise.

Technology 99

Technology Uncertainty Experimentation Risk Management 99

CIO Business Intelligence

FEBRUARY 27, 2025

Here are six steps for CIOs leading this evolution in their digital operating models. In addition, CIOs must consider how to realign program managers, project managers, and the project management office (PMO) to a different operating model. Said another way, not everyone will get what they want, creating detractors.

IT 126

IT Digital Transformation Metrics Data-driven 126

CIO Business Intelligence

MARCH 14, 2025

1] The next horizon for savvy enterprises seeking to automate at hitherto unseen levels of scale in 2025 is agentic AI. All of this will combine to undermine your AI strategy and leave you stuck in unsuccessful experimentation mode. But equally critical is the lack of a focused strategy or business case.

ROI 101

ROI Experimentation Strategy Data-driven 101

Timo Elliott

FEBRUARY 7, 2025

While EA leaders have long been positioned as key enablers of digital transformation, the rapidly shifting business landscape of 2025 presents new pressures. According to Gartners 2025 Leadership Vision for Enterprise Architecture , several key missteps are preventing EA from delivering the business impact it should.

Enterprise 52

Enterprise IT Digital Transformation Cost-Benefit 52

Timo Elliott

FEBRUARY 14, 2025

AI-Driven Change Management as a Service Idea: AI models that predict change resistance and proactively suggest strategies to increase adoption. My commentary: I think this is a huge underestimated opportunity, and I already covered it as one of my “ big ideas for 2025 “ 3. the what if scenarios in SAP Analytics Cloud.

Software 52

Software Experimentation Testing Optimization 52