The existing source note links SAP interest in n8n and autonomous-enterprise language to the least glamorous layer of business: ERP workflows, approvals, reconciliations, exceptions, and data movement.
Grey Haven reads this as the real agent market moving into back-office operating loops. Value appears when agents inherit permissions, preserve audit trails, and respect segregation of duties inside systems that were not designed to cooperate.
Operators should start with bounded ERP workflows where the inputs, approvals, and rollback path are known before allowing autonomous state changes.
The practical implementation test is whether the idea can survive handoffs, exceptions, and accountability. A useful operator memo should identify the workflow owner, the data source, the approval boundary, and the failure cost before automation expands. That framing keeps the signal grounded in production reality rather than launch rhetoric. It also gives investors and managers a cleaner way to compare vendors: not by fluency alone, but by how much controlled work the system can complete without creating cleanup elsewhere. Procurement teams should ask for sample logs, exception reports, and a named operating metric before a pilot begins. Product teams should document where human judgment remains necessary and how the system returns control when confidence drops, context is missing, or policy conflict appears. This creates a concrete adoption record that can be reviewed after the pilot instead of relying on anecdotal enthusiasm.
Watch for vendors that can explain why a workflow changed state. In ERP contexts, observability and auditability are product requirements, not enterprise extras.
Source/provenance: Grey Haven Signal update linear-ASM-109-1, based on the existing Grey Haven source note.
