Editor’s Note: The following is an article written for and published in DZone’s 2025 Trend Report, Data Engineering: Scaling Intelligence With the Modern Data Stack.
Data has evolved from a byproduct of business processes to a vital asset for innovation and strategic decision making, and even more so as AI’s capabilities continue to advance and are integrated further into the fabric of software development. The effectiveness of AI relies heavily on high-quality, reliable data; without it, even the most advanced AI tools can fail. Therefore, organizations must ask: How healthy is our data?
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