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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges? Whats worse: Inputs are rarely exactly the same.

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Agentic AI design: An architectural case study

CIO Business Intelligence

Investments in AI agent projects are expected to yield orders of magnitude in ROI and business value if companies select high-impact use cases. There is no faster way to erode ROI than through unneeded token costs and extra processing costs. Now is the time to explore agentic AI. But then, that’s where we must dive in slowly.

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Create value with AI agents

CIO Business Intelligence

Mastering them requires robust data infrastructure, clear ROI metrics, security and trust, and a forward-looking operating model. And beyond productivity, they are increasingly viewed as catalysts for tangible ROI and market disruption. Starting now can help you leverage AI agents for genuine business transformation. And

ROI
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LCNC Benefits Teams, Business Users and Citizen Data Scientists

Smarten

Embedded BI and analytics components can further enhance user adoption and enterprise ROI and TCO by integrating analytics within familiar and popular business applications. Download a free trial of Smarten Analytics software. Our Business Intelligence and Augmented Analytics solution can help your business achieve objectives.

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Small language models (SLMs): a Smarter Way to Get Started with Generative AI

DataFloq

TL;DR Small language models (SLMs) are optimized generative AI solutions that offer cheaper and faster alternatives to massive AI systems, like ChatGPT Enterprises adopt SLMs as their entry point to generative AI due to lower training costs, reduced infrastructure requirements, and quicker ROI. Faster ROI. Cerence Inc. Cerence Inc.,

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CDOs: Your AI is smart, but your ESG is dumb. Here’s how to fix it

CIO Business Intelligence

Additionally, Deloittes ESG Trends Report highlights fragmented ESG data, inconsistent reporting frameworks and difficulties in measuring sustainability ROI as primary challenges preventing organizations from fully leveraging their data for ESG initiatives. This article was made possible by our partnership with the IASA Chief Architect Forum.

IT
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Teradata Enterprise Vector Store Joins NVIDIA Enterprise AI Factory Validated Design

Teradata

Register now close Home Resources Artificial Intelligence Article Teradata Enterprise Vector Store Joins NVIDIA Enterprise AI Factory Validated Design Learn how Teradata and NVIDIA are enabling enterprises to move toward scalable, agentic AI systems. Register now Join us at Possible 2025.