Why Real-Time Became the Default — and How Data Teams Are Actually Using It

Until recently, most enterprises treated real-time data as something you reached for only when absolutely necessary. It sat at the edges of enterprise architecture. However, that has changed. If you have been following our coverage at BigDATAwire, you would have seen that real-time data and analytics has been a core theme for enterprise modernization efforts…

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Salesforce may be prepping to phase out Heroku

Salesforce has signaled a major strategic shift for its long-standing cloud platform Heroku by ending sales of new Heroku Enterprise contracts and moving the service into a maintenance-focused “sustaining engineering” phase. “Today, Heroku is transitioning to a sustaining engineering model focused on stability, security, reliability, and support…. Enterprise Account contracts will no longer be offered…

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AI-augmented data quality engineering

Why traditional data quality is no longer enough Modern enterprise data platforms operate at a petabyte scale, ingest fully unstructured sources, and evolve constantly. In such environments, rule-based data quality systems fail to keep pace. They depend on manual constraint definitions that do not generalize to messy, high-dimensional, fast-changing data. This is where AI-augmented data…

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The devops certifications tech companies want

Devops continues to expand in development environments everywhere from small startups to the largest global enterprises. The worldwide devops market, including products and services, increased from $10.56 billion in 2023 to $12.4 billion in 2024, according to The Business Research Company. The firm predicts the market will expand to $37.33 billion by 2029. As increasingly…

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