Dataleo Insight · 2026-05-15· AI Governance
DataLeo warns that AI-built Supply Chain tools could become the next generation of shadow IT
Fast application creation increases the need for a governed trust layer
From rapid build to unmanaged decision logic
DataLeo argues that AI-built applications can quickly become a new form of Shadow IT when teams use them for real planning decisions without clear ownership, validation or lifecycle control.
The risk is not limited to software quality. These tools may duplicate data, embed undocumented business rules and influence inventory, supply, sourcing or service decisions outside formal Decision Architecture.
Governance requirements
Organizations need a trust layer covering source data, business ownership, access, version control, validation, audit history, manual override and the route from controlled prototype to integration or retirement.