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When is data too clean to be useful for enterprise AI?

CIO

But along with siloed data and compliance concerns , poor data quality is holding back enterprise AI projects. For many organizations, preparing their data for AI is the first time they’ve looked at data in a cross-cutting way that shows the discrepancies between systems, says Eren Yahav, co-founder and CTO of AI coding assistant Tabnine.

Data 211
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CIOs are rethinking how they use public cloud services. Here’s why.

CIO

Increasingly, however, CIOs are reviewing and rationalizing those investments. As VP of cloud capabilities at software company Endava, Radu Vunvulea consults with many CIOs in large enterprises. Are they truly enhancing productivity and reducing costs? We see this more as a trend, he says.

Cloud 209
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Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

There is also a trade off in balancing a model’s interpretability and its performance. In fact, the ability to account for the fairness and transparency of these predictive models has been mandated for legal compliance. A deep dive into model interpretation as a theoretical concept and a high-level overview of Skater.

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5 Trends Shaping Medical Device Innovation and Experience in 2025

Perficient

However, success requires strategic foresight to navigate challenges in compliance, operational efficiency, and trust-building. Strict regulations around HIPAA, PHI, and PII create significant barriers, making it difficult to adopt off-the-shelf AI solutions from fields like commerce or digital experience.

Trends 52
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How real-time operational insights drive superior tech platform development

CIO

Software-as-a-Service (SaaS) and SaaS-based service solutions have emerged as powerful tools. The “one size fits all” approach often employed leads to inadequacies due to inabilities to account for the demands of a broad range of users. One of the biggest issues for any development team is obtaining real and timely user feedback.

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How to Launch a Successful Product: Timing, Roles, and Product Launch Checklist 

Altexsoft

Or a developer failed to test the app with real users to verify usage scenarios, hoping his idea will take off by itself. Launch [as an event] is a point in time, and various activities, besides software development itself, like a product goal definition, design, or marketing precede it and are a part of launch. A huge event.

How To 131
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Six Essentials for Your Cloud Security Program

Palo Alto Networks

With a broad understanding of the Shared Responsibility Model , let’s review six cloud security essentials that must ALWAYS be addressed. To ensure your applications are free from software vulnerabilities, you should actively look for vulnerabilities that create security risks. In cloud deployments, it doesn’t work that way.