September 16, 2025

Category: Big Data

Engineering Trust into Enterprise Data with Smart MDM Automation
Big Data

Engineering Trust into Enterprise Data with Smart MDM Automation

We have written a number of articles on Smart Data Collective about the overlap between big data and finance. One of the most important trends we’re seeing is the push for data automation across the banking sector. You can already see how institutions are relying on algorithms to make faster, more accurate decisions. It is […]

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You Can’t Afford to Get Digital Accessibility Wrong: Here’s What Matters Most
Big Data

You Can’t Afford to Get Digital Accessibility Wrong: Here’s What Matters Most

Accessibility isn’t optional, it’s essential: What I learned from our recent digital accessibility roundtable. If your organization is struggling to understand how to comply with accessibility standards like WCAG or PDF/UA—or even how to begin tackling document remediation—you’re not alone. Digital accessibility remains one of the most misunderstood and inconsistently applied aspects of customer communication […]

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Collate Focuses on Metadata Readiness with M Series A Funding
Big Data

Collate Focuses on Metadata Readiness with $10M Series A Funding

(Shutterstock AI Image) Collate, the startup behind the open source project OpenMetadata, has raised $10 million in Series A funding to tackle a growing challenge in enterprise data: managing metadata across an increasingly complex stack.  While much of the industry’s attention is on training larger AI models, Collate is focused on the underlying infrastructure: building […]

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Transforming Patient Referrals: Providence Uses Databricks MLflow to Accelerate Automation Across 1,000+ Clinics
Big Data

Transforming Patient Referrals: Providence Uses Databricks MLflow to Accelerate Automation Across 1,000+ Clinics

Providence serves vulnerable and disadvantaged communities through compassionate, high-quality care. As one of the largest nonprofit health systems in the United States—with 51 hospitals, over 1,000 outpatient clinics, and more than 130,000 caregivers across seven states—our ability to deliver timely, coordinated care depends on transforming not only clinical outcomes but also the workflows that support […]

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The Weekly Chunk #3 – Building Reliable GenAI Agents
Big Data

The Weekly Chunk #3 – Building Reliable GenAI Agents

Struggling with AI agent reliability? This week’s digest delivers expert engineering patterns for scaling, mastering context engineering, and building robust LLM apps. Have you ever built a promising AI agent, only to see it stumble on the last mile to production-grade reliability? You’re not alone. As the initial novelty of generative AI wears off, a […]

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Overcoming Data Project Failures: Proven Lessons from Agile Offshore Teams
Big Data

Overcoming Data Project Failures: Proven Lessons from Agile Offshore Teams

Big data programs are notorious for their low success rates. A NewVantage Partners survey in 2024 indicated that only 40% of organizations are succeeding at creating data-driven organizations, despite massive investments. The issue isn’t the amount of information — it’s the way teams design, put together, and achieve results. Complexity, poor teamwork dynamics, and execution delays […]

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Unifying data insights with Amazon QuickSight and Amazon SageMaker
Big Data

Unifying data insights with Amazon QuickSight and Amazon SageMaker

Amazon SageMaker has announced an integration with Amazon QuickSight, bringing together data in SageMaker seamlessly with QuickSight capabilities like interactive dashboards, pixel perfect reports and generative business intelligence (BI)—all in a governed and automated manner. With this integration users can go from exploring data in SageMaker to visualizing it in QuickSight with a single click. “The integration between […]

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