Shift from data pipelines to decision pipelines, where real AI transformation begins?

By Mahendra Shinde, Associate Director – Engineering, Aziro [Formerly MSys Technologies]

Merely developing data pipelines doesn’t guarantee digital transformation unless insights from data help build decision pipelines across strategic and tactical domains.

For quite some time, companies have invested heavily in establishing systems for data movement, data warehouses, dashboards, analytics pipelines, and business intelligence tools. While these systems have undoubtedly increased visibility and accountability, many organisations still experience the disquieting gap between insight and action. This is primarily because most firms create systems for information movement, but not systems for action movement. While a data pipeline will inform you of what took place, a decision pipeline will help you decide what the next step should be. This very slight yet powerful shift is where AI, analytics, and leadership finally meet to deliver measurable impact.

Evolving approach: Data gathering to decision-making intelligence

Classical data pipelines are all about ...