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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize their growing cloud environments. In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process.

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How today’s enterprise architect juggles strategy, tech and innovation

CIO

Observer-optimiser: Continuous monitoring, review and refinement is essential. enterprise architects ensure systems are performing at their best, with mechanisms (e.g. Observer-optimiser: Continuous monitoring, review and refinement is essential.

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Freshworks lays off 660 — about 13 percent of its global workforce — despite strong earnings, profits

CIO

We believe this will help us accelerate our growth and simplify the way we work, so that we’re running Freshworks in a way that’s efficient and scalable.” We shifted a number of technical resources in Q3 to further invest in the EX business as part of this strategic review process.

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The key to operational AI: Modern data architecture

CIO

Technology: The workloads a system supports when training models differ from those in the implementation phase. Ensuring effective and secure AI implementations demands continuous adaptation and investment in robust, scalable data infrastructures. To succeed, Operational AI requires a modern data architecture.

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Faster, Better, Cheaper: How to Measure the Business Impact of LLMs

Xebia

In the whitepaper How to Prioritize LLM Use Cases , we show that LLMs may not always outperform human expertise, but they offer a competitive advantage when tasks require quick execution and scalable automation. Additionally, LLMs can power internal knowledge management systems, helping employees find information quickly.

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From legacy to lakehouse: Centralizing insurance data with Delta Lake

CIO

Many still rely on legacy platforms , such as on-premises warehouses or siloed data systems. These environments often consist of multiple disconnected systems, each managing distinct functions policy administration, claims processing, billing and customer relationship management all generating exponentially growing data as businesses scale.

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Digital transformation 2025: What’s in, what’s out

CIO

CIOs must also drive knowledge management, training, and change management programs to help employees adapt to AI-enabled workflows. Brands struggling to activate AI in meaningful ways because most of their data is unstructured, incomplete, and full of biases due to how digital data has been captured over time on their websites and apps.