In today’s data-driven world, organizations invest heavily in analytics tools, cloud platforms, and AI-powered dashboards. Yet, many leadership teams are left wondering why business impact doesn’t match the scale of investment. Reports are delayed, dashboards are mistrusted, and analysts spend more time fixing data than analyzing it. The problem often isn’t the analytics layer.  It’s something far more subtle — Data Engineering Debt.

Discover how data engineering debt impacts analytics ROI. Learn why fragile pipelines, delayed reports, and mistrusted dashboards hurt data-driven decisions and growth.

Data Engineering Debt: The Silent Killer of Analytics ROI

20th Feb 2026

3 Minutes Read

By Khyati Singh

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