CIO Business Intelligence

OCTOBER 10, 2024

On the one side, Forrester recently warned organizations not to look for AI ROI too soon, because they could miss out on AI’s benefits. In 2022, nearly half of all AI pilot projects failed to make it to production, the analyst firm says, while it expects only about 30% of AI projects to fail next year.

ROI 134

ROI Experimentation Cost-Benefit Metrics 134

CIO Business Intelligence

AUGUST 15, 2024

Determining the ROI for “ubiquitous” gen AI uses, such as virtual assistants or intelligent chatbots , can be difficult, says Frances Karamouzis, an analyst in the Gartner AI, hyper-automation, and intelligent automation group. CIOs need to be able to articulate the business value and expected ROI of each project.

ROI 143

ROI Cost-Benefit Experimentation Deep Learning 143

CIO Business Intelligence

JANUARY 10, 2024

Optimizing cloud investments requires close collaboration with the rest of the business to understand current and future needs, building effective FinOps teams, partnering with providers, and ongoing monitoring of key performance metrics. Refactoring applications to take advantage of cloud-native services is vital to maximizing cloud ROI.

Cost-Benefit 122

Cost-Benefit Measurement Optimization Metrics 122

IBM Big Data Hub

SEPTEMBER 6, 2023

Content generation: The recent launch of OpenAI’s generative AI platform ChatGPT in November of 2022 has prompted a flood of new use cases for AI. Improved return on investment (ROI) on marketing initiatives: AI marketing tools can help marketers identify actionable insights from data generated by a campaign in near real-time.

Marketing 78

Marketing Technology Advertising ROI 78

CIO Business Intelligence

MARCH 13, 2024

So it’s no surprise that companies continue to heavily invest in it since the release of Dall-E 2 and ChatGPT in late 2022, where they expect to see the greatest value in increased productivity, with some estimates showing improvements of 5% or more over the next 12 months, and headcounts to reduce by at least 5% as well. for every $1 spent.

IT 127

IT Consulting Testing Cost-Benefit 127

CIO Business Intelligence

JANUARY 4, 2023

Cloud, sustainability, scale, and exponential data growth—these major factors that set the tone for high performance computing (HPC) in 2022 will also be key in driving innovation for 2023. Yes, specific AI workflows require special hardware configurations.

Cost-Benefit 57

Cost-Benefit Machine Learning Uncertainty Modeling 57

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. Which trends do you see for 2022 in AI & ML technology and tools and tool capabilities? We will publish a new Top Trends for D&A for 2022 in a couple of months. The last item should be updated in 2022.

Analytics 64

Analytics Measurement Data-driven Modeling 64