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3 ways to avoid the generative AI ROI doom loop

CIO Business Intelligence

By Bryan Kirschner, Vice President, Strategy at DataStax From the Wall Street Journal to the World Economic Forum , it seems like everyone is talking about the urgency of demonstrating ROI from generative AI (genAI). GenAI itself can report week-on-week progress, putting it to work across your organization–including the ROI.

ROI 72
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Build a strong data foundation for AI-driven business growth

CIO Business Intelligence

Data silos, lack of standardization, and uncertainty over compliance with privacy regulations can limit accessibility and compromise data quality, but modern data management can overcome those challenges. It’s impossible,” says Shadi Shahin, Vice President of Product Strategy at SAS.

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How to Set AI Goals

O'Reilly on Data

Customer stakeholders are the people and companies that advertise on the platform, and are most concerned with ROI on their ad spend. Technical competence results in reduced risk and uncertainty. They don’t automatically generate revenue and growth, maximize ROI, or keep users engaged and loyal. characters, words, or sentences).

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What you need to know about product management for AI

O'Reilly on Data

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. Machine learning adds uncertainty. AI product estimation strategies.

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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

They also realized that, although LlamaIndex was cool to get this POC out the door, they couldnt easily figure out what prompt it was throwing to the LLM, what embedding model was being used, the chunking strategy, and so on. They used some local embeddings and played around with different chunking strategies.

Testing 168
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Moderate IT budget increases have CIOs shaping 2025 strategies to suit

CIO Business Intelligence

That spectrum of budget adjustments is being met by a range of strategies by IT leaders seeking to make the most of their 2025 IT spend. Even with global economic uncertainties, organizations that aren’t investing in AI risk getting left behind, he adds. The promise of AI outweighs concerns about interest rates and global conflict. “We

Strategy 134
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Sustainability: Real progress but also thorny challenges ahead

CIO Business Intelligence

An operationalized carbon-neutral strategy requires end-to-end visibility on climate data. Dealing with uncertain economic environments, which can distract from sustainability issues: Energy prices, price inflation, and geopolitical tensions continue to fluctuate, and that uncertainty can impact focus on environmental sustainability.