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CIOs face mounting pressure as AI costs and complexities threaten enterprise value

CIO Business Intelligence

Despite AI’s potential to transform businesses, many senior technology leaders find themselves wrestling with unpredictable expenses, uneven productivity gains, and growing risks as AI adoption scales, Gartner said. This creates new risks around data privacy, security, and consistency, making it harder for CIOs to maintain control.

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Enterprises willing to spend up to $250 million on gen AI, but ROI remains elusive

CIO Business Intelligence

As leaders work to define the right metrics, those measures must be tightly aligned with the business strategy and should account for the cost of not investing. According to KPMG, 88% of leaders continue to cite external factors as top influencers of AI strategy, underscoring the urgency of measurable results.

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The trinity of errors in financial models: An introductory analysis using TensorFlow Probability

O'Reilly on Data

Whether financial models are based on academic theories or empirical data mining strategies, they are all subject to the trinity of modeling errors explained below. Pad a dim so we broadcast fed probs against CC interest rates. Time-variant distributions for asset values and risks are the rule, not the exception.

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Three Emerging Analytics Products Derived from Value-driven Data Innovation and Insights Discovery in the Enterprise

Rocket-Powered Data Science

These three emergent analytics products are: (a) Sentinel Analytics – focused on monitoring (“keeping an eye on”) multiple enterprise systems and business processes, as part of an observability strategy for time-critical business insights discovery and value creation from enterprise data sources. These may not be high risk.

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Get Ready for FutureIT Toronto: A Day of Insight, Innovation, and Inspiration!

CIO Business Intelligence

Whether you’re interested in “AI Resiliency,” “Governance and Risk of GenAI,” or “Next Gen Cloud Strategies,” our expert-led table topics are the perfect place to get your questions answered and exchange ideas with peers. We’ve designed interactive discussion groups where you can dive into the nitty-gritty details that matter to you.

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Subscription economy defies economic headwinds, fuels recurring growth

CIO Business Intelligence

It encapsulates a transformative shift towards “total monetization” strategies, where businesses increasingly adopt innovative, customer-centric models to ensure sustainable growth. According to Konary, companies’ ability to adapt their monetization strategies to evolving market demands is crucial for achieving sustained and recurrent growth.

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It’s Not Magic if it is Producing Real Global Benefits and Business Value

Rocket-Powered Data Science

If we cannot make these technologies available for everyone, we risk perpetuating a divide between the haves and have-nots. It is imperative that something be done about this, to close those digital gaps, to bring the benefits of digital services to all, and to boost the global digital business value chain.

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