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Understanding Data Silos: Definition, Challenges, and Solutions

Pickl AI

Summary: Data silos are isolated data repositories within organisations that hinder access and collaboration. Eliminating data silos enhances decision-making, improves operational efficiency, and fosters a collaborative environment, ultimately leading to better customer experiences and business outcomes.

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Shaping the future: OMRON’s data-driven journey with AWS

AWS Machine Learning Blog

At the heart of this transformation is the OMRON Data & Analytics Platform (ODAP), an innovative initiative designed to revolutionize how the company harnesses its data assets. The robust security features provided by Amazon S3, including encryption and durability, were used to provide data protection.

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What Is a Data Silo?

Alation

Although organizations don’t set out to intentionally create data silos, they are likely to arise naturally over time. This can make collaboration across departments difficult, leading to inconsistent data quality , a lack of communication and visibility, and higher costs over time (among other issues). What Are Data Silos?

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Build a financial research assistant using Amazon Q Business and Amazon QuickSight for generative AI–powered insights

Flipboard

Among these, four primary use cases have emerged as especially prominent: intelligent process automation, anomaly detection, analytics, and operational assistance. Amazon QuickSight is a comprehensive Business Intelligence (BI) environment that offers a range of advanced features for data analysis and visualization.

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Data virtualization unifies data for seamless AI and analytics

IBM Journey to AI blog

Despite heavy investments in databases and technology, many companies struggle to extract further value from their data. Data virtualization bridges this gap, allowing organizations to use their existing data sources with flexibility and efficiency for AI and analytics initiatives.

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From keywords to conversations: Reimagining document discovery with Amazon Bedrock

Flipboard

This blog post explores how cutting-edge artificial intelligence (AI) techniques, powered by Amazon Web Services (AWS), can transform how users interact with knowledge bases. Connecting insights across data silos: LLMs can synthesize information from multiple reports and databases, delivering integrated perspectives.

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5 Best Practices for Digital Archiving

Precisely

A poorly managed archiving system can lead to compliance risks, data silos, and inefficiencies that slow down operations. In this blog, well look at the five best practices for digital archiving in 2025. GDPR, CCPA, SEC, HIPAA) How long must data be retained, and in what format?