https://community.databricks.com/t5/community-articles/the-next-chapter-of-data-engineering-is-intelligent-decisions/m-p/161251#M1344 <P>Hi Databricks Community,</P><P>I wrote an article sharing my thoughts on where data engineering is heading in the AI era.</P><P>For a long time, data engineering has been about pipelines, transformations, validations, trusted layers, and dashboards. That foundation will always matter. But I believe the next chapter is about going one level deeper: helping people understand not only <STRONG>what happened</STRONG>, but also <STRONG>why it happened, who is impacted, and what action should be taken next</STRONG>.</P><P>In real data projects, the hardest part is often not just moving data. It is explaining the data. A count drops. A field goes missing. A join filters records. A business rule changes. A dashboard shows the signal, but teams still need context to understand the story behind the numbers.</P><P>That is where I believe Data + AI can play a powerful role — not by replacing data engineers, analysts, or BI, but by making data systems more conversational, contextual, and decision-ready.</P><P>The future I see is built on trusted data, strong governance, quality checks, lineage, business context, and human judgment.</P><P>BI is the foundation.<BR />AI is the next layer.<BR />Human judgment is still the most important part.</P><P>Would love to hear thoughts from this community: how do you see Data + AI changing the role of data engineers over the next few years?</P><P>Article: <A href="https://medium.com/towards-data-engineering/the-next-chapter-of-data-engineering-is-intelligent-decisions-b8dad972d4d4?sk=3357d8017f6e484c024bf12e348d5780" target="_blank">https://medium.com/towards-data-engineering/the-next-chapter-of-data-engineering-is-intelligent-decisions-b8dad972d4d4?sk=3357d8017f6e484c024bf12e348d5780</A></P> Thu, 02 Jul 2026 19:33:02 GMT Brahmareddy 2026-07-02T19:33:02Z https://community.databricks.com/t5/community-articles/the-next-chapter-of-data-engineering-is-intelligent-decisions/m-p/161251#M1344 <P>Hi Databricks Community,</P><P>I wrote an article sharing my thoughts on where data engineering is heading in the AI era.</P><P>For a long time, data engineering has been about pipelines, transformations, validations, trusted layers, and dashboards. That foundation will always matter. But I believe the next chapter is about going one level deeper: helping people understand not only <STRONG>what happened</STRONG>, but also <STRONG>why it happened, who is impacted, and what action should be taken next</STRONG>.</P><P>In real data projects, the hardest part is often not just moving data. It is explaining the data. A count drops. A field goes missing. A join filters records. A business rule changes. A dashboard shows the signal, but teams still need context to understand the story behind the numbers.</P><P>That is where I believe Data + AI can play a powerful role — not by replacing data engineers, analysts, or BI, but by making data systems more conversational, contextual, and decision-ready.</P><P>The future I see is built on trusted data, strong governance, quality checks, lineage, business context, and human judgment.</P><P>BI is the foundation.<BR />AI is the next layer.<BR />Human judgment is still the most important part.</P><P>Would love to hear thoughts from this community: how do you see Data + AI changing the role of data engineers over the next few years?</P><P>Article: <A href="https://medium.com/towards-data-engineering/the-next-chapter-of-data-engineering-is-intelligent-decisions-b8dad972d4d4?sk=3357d8017f6e484c024bf12e348d5780" target="_blank">https://medium.com/towards-data-engineering/the-next-chapter-of-data-engineering-is-intelligent-decisions-b8dad972d4d4?sk=3357d8017f6e484c024bf12e348d5780</A></P> Thu, 02 Jul 2026 19:33:02 GMT https://community.databricks.com/t5/community-articles/the-next-chapter-of-data-engineering-is-intelligent-decisions/m-p/161251#M1344 Brahmareddy 2026-07-02T19:33:02Z