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

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10 AI strategy questions every CIO must answer

CIO

Many CIOs have work to do here: According to a September 2024 IDC survey, 30% of CIOs acknowledged that they dont know what percentage of their AI proofs of concepts met target KPI metrics or were considered successful something that is likely to doom many AI projects or deem them just for show. What ROI will AI deliver?

Strategy 211
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Steps taken to build Sevita’s first enterprise data platform

CIO

We always need insights on occupancy rates within our human services and healthcare community programs to execute our mission. We’re doing KPI visualization and trend analysis, and highlighting variances over time. We knew we had to bring the data together in an enterprise data platform. What kinds of data did you want to correlate?

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KPI vs OKR: The ultimate guide to explain the biggest differences

Evolution4all

In this article we will talk about the major differences between KPI vs OKR, one by one. It’s hard to talk about performance management without mentioning KPIs and OKRs. Key Performance Indicator (KPI). KPI vs OKR – Stakeholders (Who Implement them). KPI vs OKR – Structure (What Constitutes Each Tool).

KPI 50
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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
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2025 is the year to unlock the power of pervasive IT governance

CIO

While compliance, risk, resources, and performance metrics might already be there, look for metrics from which you could also derive KPIs for strategic alignment. Eveline Oehrlich , a director in IDCs IT Executive Programs (IEP), is the former chief research officer at PeopleCert and DevOps Institute. Contact us today to learn more.

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Three predictions for AI and automation business adoption

CIO

With FutureIT Los Angeles coming up on March 12, we asked event speaker Maureen Fleming, Program Vice President at IDC, to discuss her top three predictions for AI and automation business adoption. As for how Gen AI’s benefits will be measured, Fleming said it depends on each organization’s existing business KPIs (key performance indicators).