Data Engineering Is Moving From Pipelines to Intelligent Decisions

I recently created a short YouTube video sharing my thoughts on where data engineering is heading in the AI era. The main idea is simple: data engineering is no longer only about building pipelines, tables, validations, and dashboards. That foundation is still important, but the next chapter feels bigger. I think we are moving toward intelligent decision systems where data platforms do more than show numbers. They help explain what changed, why it changed, where the issue happened, who is impacted, and what action should be taken next. In real projects, the hard part is often not just moving d