Evidence

Case Studies

Results from paid pilots with mid-market discrete manufacturers operating Siemens, Rockwell, and Aveva environments.

Real Results From the Floor

YAMASTRO is in paid pilots with mid-market manufacturers across automotive components and industrial equipment. Results reflect actual pilot deployments.

Precision Parts — Nagoya

CNC Anomaly Detection Prototype

22%
Scrap rate reduction on monitored assets

Three CNC machines connected to anomaly-detection prototype. Two previously undocumented drift patterns surfaced within 30 days. Scrap rate on those assets dropped 22% in the following quarter.

Automotive Components

Predictive Maintenance on 20-Machine Cell

30-40%
Premature maintenance tasks deferred

Dynamic maintenance schedule replaced manufacturer calendar intervals across 20-machine cell. Reactive repair events reduced significantly while maintenance budget efficiency improved.

Industrial Equipment

Yield Loss Root-Cause Acceleration

Hours
vs. 3-7 days for root-cause analysis

Yield Loss Correlation Engine deployed on a Rockwell MES environment. Engineering investigation time for non-conformance events reduced from multiple days to hours using AI-seeded 5-Why analysis.

Ready to See What Your Equipment Data Is Telling You?

We run paid pilots with mid-market discrete manufacturers operating Siemens, Rockwell, or Aveva environments. Response within two business days.