Remove Consulting Remove Experimentation Remove ROI
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6 keys to genAI success in 2025

CIO Business Intelligence

While genAI has been a hot topic for the past couple of years, organizations have largely focused on experimentation. Its the year organizations will move their AI initiatives into production and aim to achieve a return on investment (ROI). Track ROI and performance. In 2025, thats going to change.

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Rushing for AI ROI? Chances are it will cost you

CIO Business Intelligence

Many organizations have struggled to find the ROI after launching AI projects, but there’s a danger in demanding too much too soon, according to IT research and advisory firm Forrester. Measure everything Looking for ROI too soon is often a product of poor planning, says Rowan Curran, an AI and data science analyst at Forrester.

ROI 131
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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

ML apps needed to be developed through cycles of experimentation (as were no longer able to reason about how theyll behave based on software specs). The skillset and the background of people building the applications were realigned: People who were at home with data and experimentation got involved! and immediately start on 1.1.

Testing 174
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Is the gen AI bubble due to burst? CIOs face rethink ahead

CIO Business Intelligence

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
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Join us at the forefront of AI for business: Think 2024

IBM Big Data Hub

You need to move beyond experimentation to scale. Make lasting connections and exchange new ideas with IBM leaders, technical and consulting experts, partners and industry peers to help your business make AI the heart of your enterprise strategy to improve efficiencies, reduce costs, tackle cybersecurity threats and more.

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The portfolio approach to digital transformation: 4 keys to success

CIO Business Intelligence

Corporate projects are classically evaluated on standard matrices such as return on investment (ROI), break-even period, and capital invested. Such a risk-based capital approach is important as it provides a new experimental push to the organization that may propel it into a new orbit,” says Rabra.

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The deflating AI bubble is inevitable — and healthy

CIO Business Intelligence

Even Goldman Sachs, previously bullish on the AI story, has raised concerns over whether there’ll be positive ROI for many of the investments being made in the technology. Earlier this year, consulting firm BCG published a survey of 1,400 C-suite executives and more than half expected AI and gen AI to deliver cost savings this year.