AI & Process Modeling
SAP S/4HANA migration: process modelling is no longer the bottleneck

Simon Parmet
Process Innovation

Every SAP S/4HANA migration runs into the same wall. It is rarely the technology. It is the fact that nobody can say, with confidence, how the current processes actually run. Before a single object moves to the new system, someone has to document the as-is landscape. Process documentation is where the months disappear.
The 2027 deadline for mainline ECC support makes this urgent. Yet most programmes still budget their discovery phase the way they did in 2015.
Why the blueprint phase eats your timeline
Ask any programme manager where the schedule slipped. The answer is almost never ABAP. It is the fit-gap analysis, and the workshops that feed it.
A typical mid-size migration means:
Forty to eighty stakeholder interviews across finance, procurement, logistics and HR.
Weeks of manual drawing in Visio, Signavio or ARIS after those interviews.
Several validation rounds, because the first model is always wrong somewhere.
Documentation that is stale by the time the steering committee approves it.
Consultants bill that time, and clients resent paying for it. Meanwhile the real analytical work, deciding what to keep, drop or redesign, gets squeezed into whatever is left.
The bottleneck was never the thinking
Here is the uncomfortable part. The scarce skill in a migration is judgement. Which custom Z-transaction encodes a genuine competitive advantage? Which one is just twenty years of accumulated habit?
Drawing rectangles is not the scarce skill. Yet drawing rectangles is what consumes the calendar.
That gap explains a common failure. Programmes reach the fit-gap workshop with documentation that is thin, inconsistent or quietly out of date. The analysis is only as good as the picture it starts from.
How AI closes the gap
This is where the maths changed. ModelMatic works from the raw material you already generate. That means the interview recording, the transcript, the messy Word procedure or the existing ARIS export. Out of it comes a validated BPMN 2.0 model.
Practically, that means:
Same-day models. Interview in the morning, model on screen in the afternoon.
Validation in the room. Stakeholders correct a diagram instead of reviewing prose.
Consistent notation. Every process lands in the same standard, so gaps are visible.
Clean handover. Models export into the toolchain your SAP programme already uses.
New to the notation? Start with our guide on what BPMN is.
What this changes for your migration plan
Compressing discovery does not just save weeks. It changes what is possible inside the programme.
When a model takes hours instead of weeks, you can afford to model the long tail. Think obscure processes, regional variants and exception paths. Those normally get waved through as "standard", then blow up in user acceptance testing. Those are exactly where migration risk lives.
You also get to iterate. A model that costs a day to produce can be thrown away and redone after new information surfaces. A model that cost three weeks never gets revisited, even when everyone knows it is wrong.
Where the models keep earning after go-live
The documentation does not stop being useful at cutover. A current, standards-based process library feeds your training material, your internal controls evidence, and the next wave of automation.
That last point matters more each quarter. Agents and workflow automation need an explicit, machine-readable process definition. Without one, they cannot safely execute any part of it. A migration is the cheapest moment to build that library, because you are already doing the interviews.
Want to see it against your own process? Book a demo and bring one real interview recording.




