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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. Optimize data flows for agility. Limit the times data must be moved to reduce cost, increase data freshness, and optimize enterprise agility. Curate the data.

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Steps taken to build Sevita’s first enterprise data platform

CIO

We’re doing KPI visualization and trend analysis, and highlighting variances over time. How is the new platform helping? For the first time, we’re consolidating data to create real-time dashboards for revenue forecasting, resource optimization, and labor utilization.

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The Ultimate Model for Managing Performance in Agile Environments

Xebia

Agile practitioners often refer to the four quadrants that make up the culture of autonomy and alignment. Depicted in figure 1, from Spotify, the general idea is that you would want to be in the top right-hand corner in an Agile environment. Balancing these factors is critical to good performance in Agile organizations.

Agile 130
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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.

KPI 211
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2025 is the year to unlock the power of pervasive IT governance

CIO

Centralized governance often results in slower decision-making processes, as decisions are concentrated at the top levels, stifling agility. While compliance, risk, resources, and performance metrics might already be there, look for metrics from which you could also derive KPIs for strategic alignment.

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Are You Using a Cloud Experience to Boost Business Value?

CIO

In some instances, poor implementation and faulty configurations were the culprits for deteriorating ROI, TCO and KPI values. Collectively these factors have dulled the initial sheen of agility and innovation around the public cloud. Others conducted apples-to-apples comparisons of public cloud versus on-premises costs.

Cloud 187
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PepsiCo transforms for the digital era

CIO

PepsiCo’s migration to the cloud has paid off in in many ways, Kanioura says — in speed, flexibility, and agility, reducing on-demand forecasting from weeks to days or hours, and in feeding its supply chain more accurately and frequently. “We Every data set, every data KPI, or every data field is as important as the app,” she says.

Analytics 217