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What is data architecture? A framework to manage data

CIO

Shared data assets, such as product catalogs, fiscal calendar dimensions, and KPI definitions, require a common vocabulary to help avoid disputes during analysis. Invest in core functions that perform data curation such as modeling important relationships, cleansing raw data, and curating key dimensions and measures. Curate the data.

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10 AI strategy questions every CIO must answer

CIO

And the Global AI Assessment (AIA) 2024 report from Kearney found that only 4% of the 1,000-plus executives it surveyed would qualify as leaders in AI and analytics. To counter such statistics, CIOs say they and their C-suite colleagues are devising more thoughtful strategies. As part of that, theyre asking tough questions about their plans.

Strategy 211
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13 power tips for Microsoft Power BI

CIO

Power BI is Microsoft’s interactive data visualization and analytics tool for business intelligence (BI). You can also use Power BI to prepare and manage high-quality data to use across the business in other tools, from low-code apps to machine learning.

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Cepsa Química improves the efficiency and accuracy of product stewardship using Amazon Bedrock

AWS Machine Learning - AI

This is a guest post co-written with Vicente Cruz Mínguez, Head of Data and Advanced Analytics at Cepsa Química, and Marcos Fernández Díaz, Senior Data Scientist at Keepler. Generative artificial intelligence (AI) is rapidly emerging as a transformative force, poised to disrupt and reshape businesses of all sizes and across industries.

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5 hot IT budget investments — and 2 going cold

CIO

This includes spending on strengthening cybersecurity (35%), improving customer service (32%) and improving data analytics for real-time business intelligence and customer insight (30%). Fifty-two percent of organizations plan to increase or maintain their IT spending this year, according to Enterprise Strategy Group.

Budget 218
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PepsiCo transforms for the digital era

CIO

To date the company has moved 5,000 applications to Microsoft Azure as it applies predictive analytics , AI, robotics, and process automation in many of its business operations. The company is also refining its data analytics operations, and it is deploying advanced manufacturing using IoT devices, as well as AI-enhanced robotics.

Analytics 217
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Digital KPIs: The secret to measuring transformational success

CIO

The portfolio of digital transformation initiatives often includes programs targeting growth, efficiencies, and improved end-user experiences, but adequate evaluation of outcomes requires program leaders to select KPIs specific to each initiative. As a result, outcome-based metrics should be your guide.

KPI 211