SAP leaders should adopt an AI First, AI Now approach, using AI not as a final destination after S/4 and Clean Core but as an engine that accelerates modernization while delivering immediate business value.
Modern AI capabilities can rapidly analyse custom code and complex SAP estates to drive Clean Core decisions, freeing experts to focus on higher‑value design and governance rather than manual discovery.
SAP BTP provides the architectural backbone to connect SAP and non‑SAP data so organizations can roll out practical AI use cases today, regardless of whether they are on ECC, S/4HANA, or a hybrid landscape.
On one side, they are being asked to modernize complex SAP estates, reduce technical debt, adopt Clean Core principles, and accelerate cloud transformation. On the other, boards and business leaders are demanding tangible AI outcomes today.
Traditionally, these objectives have been treated as separate phases of the same journey:
Modernize > Migrate > Simplify > Innovate > Deliver AI.
The challenge is that transformation programmes often span multiple years. By the time organizations reach the point where they are ready to take advantage of AI, business expectations have moved on and opportunities have been missed.
This approach is no longer sustainable.
The most successful organizations are taking a different path. Rather than waiting for transformation to finish before delivering innovation, they are using AI to accelerate transformation while simultaneously creating business value along the way.
This is the shift from AI Later to AI First, AI Now.