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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. AI and machine learning models. Establish a common vocabulary. Curate the data. Application programming interfaces.

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Digital KPIs: The secret to measuring transformational success

CIO

The culture transformation and evolutions in digital core competencies that CIOs target as their new collaborative operating models require KPIs to guide executives on where to focus leadership efforts, communications, and process improvements. Efficiency metrics might show the impacts of automation and data-driven decision-making.

KPI 211
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13 power tips for Microsoft Power BI

CIO

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. If you have a data science team, you can also make models from Azure Machine Learning available in Power BI using Power Query.

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5 hot IT budget investments — and 2 going cold

CIO

CIOs anticipate an increased focus on cybersecurity (70%), data analysis (55%), data privacy (55%), AI/machine learning (55%), and customer experience (53%). Dental company SmileDirectClub has invested in an AI and machine learning team to help transform the business and the customer experience, says CIO Justin Skinner.

Budget 218
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PepsiCo transforms for the digital era

CIO

Every data set, every data KPI, or every data field is as important as the app,” she says. Analytics and AI are integral to Kanioura’s vision for PepsiCo’s future, one that centers on enhancing three key pillars: consumer experience, commercial excellence, and operational excellence. Yes, the data is key. But the big unlock is MLops.

Analytics 217
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Achieve DevOps maturity with BMC AMI zAdviser Enterprise and Amazon Bedrock

AWS Machine Learning - AI

The essence of DORA metrics is to distill information into a core set of key performance indicators (KPIs) for evaluation. Mean time to restore (MTTR) is often the simplest KPI to track—most organizations use tools like BMC Helix ITSM or others that record events and issue tracking.

DevOps 107
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Huabao sniffs out the ultimate efficiency formula

CIO

Today, analytics efficiency has improved by 30 percent, with the system automatically providing visualized reports and key performance indicator (KPI) statistics to support business decisions and help management contemplate new directions for their respective units.

KPI 148