Insight pushed to the frontline inside S/4HANA, where the decision is actually made.
Analytical output sat in a separate tool that frontline supervisors did not open during a shift, so it influenced review meetings but not operations.
Embedded analytics were built directly into the S/4HANA transactions supervisors already used, scoped tightly to the decisions available to them at that moment.
Decision-making capability moved to the frontline by pushing insight into the point of work rather than reporting on it afterwards.
The scanning was never the problem. Ranking findings by exposure rather than by severity score made the backlog finite.
A business data fabric and self-service analytics layer built on SAP Datasphere and SAP Analytics Cloud.
