How SAP AI field service with arnold™ Field Service is measured.

Every arnold™ Field Service deployment can be baselined and reviewed through Impact Mission Control to help teams separate projected value from observed impact.

↑ IMPROVES
First-time fix rate
When the technician arrives with confirmed parts availability, complete service history, and current warranty status, the first visit is far more likely to resolve the issue. The need for a separate diagnostic visit is greatly reduced.
↓ REDUCES
Service cycle time
Time spent locating service history, confirming parts, and identifying the right next action is removed before the technician arrives. Jobs close faster because the context is already in hand.
↓ REDUCES
Repeat visits
Repeat truck rolls trace back to incomplete pre-visit context. arnold™ surfaces the full asset and service picture from live SAP before dispatch — so the technician carries what they need to close the job.
↑ IMPROVES
Tech utilization
Technicians spend more time on the work and less time finding information. Parts, warranty, and asset context confirmed before arrival means fewer calls to dispatch and less on-site navigation.

Built for SAP ECC today.

Ready for S/4HANA tomorrow.

Most SAP AI field service strategies assume S/4HANA modernization is already complete. Most SAP customers still run ECC. arnold™ is a purpose-built governed AI execution layer for live SAP ECC and S/4HANA processes.

SAP ECC 6.0+ · Live now
S/4HANA · Same skills
No data replication
No migration required
No middleware rebuild