Remove Measurement Remove Reporting Remove Uncertainty
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AI governance gaps: Why enterprise readiness still lags behind innovation

CIO Business Intelligence

This measured approach underscores a broader trend: most companies are in exploration mode, seeking to understand where AI can drive value before committing to widespread rollout. Speed vs. safety The top barrier to effective AI governance isn’t regulatory uncertainty or technical complexity — it’s pressure to move fast.

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Sustainability: Real progress but also thorny challenges ahead

CIO Business Intelligence

Here are some of the challenges left to resolve in the area of environmental sustainability: Collecting, sharing, and reporting on environmental data: For many organizations, identifying and collecting sustainability data across operations is still a challenge. So far, however, companies seem to be staying the course.

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Generative AI: A Self-Study Roadmap

KDnuggets

Understanding concepts like probability distributions, sampling, and uncertainty helps you design better prompts, interpret model outputs, and build robust applications. Automated metrics like BLEU and ROUGE provide baseline measurements for text quality, but human evaluation remains essential for assessing creativity, relevance, and safety.

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AI-Enabled Contingency Planning is More Accessible Than Ever

David Menninger's Analyst Perspectives

We live in a time of uncertainty, not unpredictability. Yet those organizations that lack the technology to perform short planning cycles have little or no ability to measure trade-offs in the plans in which they are involved. Or, at least enduring the least amount of damage. This last item is likely to increase FP&A effectiveness.

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The Royal Eswatini Sugar Corporation sows sweet success in agriculture

CIO Business Intelligence

Global conflicts only add to their uncertainty and vulnerability, with rising production costs exacerbating difficulties. Achieving sweet success With agronomic data, real-time growth measurements, and upcoming weather forecasts, the new system allowed RES to pinpoint the optimal harvest day, leading to a €4.8

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Why HR professionals struggle with big data

CIO Business Intelligence

Viole Kastrati: Without systematic and continuous reporting, it is almost impossible to get a complete picture of the personnel situation and make informed decisions based on it. This is due, on the one hand, to the uncertainty associated with handling confidential, sensitive data and, on the other hand, to a number of structural problems.

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Is SaaS dead? Not quite, but it’s evolving rapidly

CIO Business Intelligence

These solutions often come with industry-specific analytics, reporting, and compliance features, making them particularly attractive to businesses looking for comprehensive, sector-specific tools. This shift is partly driven by economic uncertainty and the need for businesses to justify every expense.

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