Case study · ACME
From fragmented data to centralized vibration analytics
How ACME unified machine health data across disconnected OEM systems to speed up analysis, reporting, and service delivery.
The Problem
Machine health data was scattered across disconnected OEM systems, slowing analysis and service delivery.
- Monitoring data lived across multiple vendor environments
- Analysts lacked one operational format for multi-OEM machine data
- Report generation took longer than customer delivery cycles needed
- Approval visibility and reporting accountability were hard to enforce
- Security controls needed to prevent operational data leakage
The Solution
A unified vibration analytics platform for multi-OEM monitoring workflows
Hopnet built a high-performance platform that centralized data acquisition, storage, analytics, reporting, approvals, and security.
ClickHouse handled scalable ingestion and storage, while custom multi-OEM connectors normalized vendor data into a unified operational format.
Advanced vibration analytics supported FFT generation, anomaly detection, and historic machine behavior tracking, with report builder and approval workflows layered into the same operating system.
01
Data ingestion
02
OEM normalization
03
Vibration analytics
04
Reports and approvals
Outcomes & Impact
Faster reporting and a scalable foundation for industrial monitoring
40%
Faster Reporting
Report generation time was cut dramatically
1
Unified OEM View
Disconnected vendor platforms were replaced by centralized monitoring
What Changed
- Multi-OEM device data normalized into one operational format
- FFT generation, anomaly detection, and historical tracking built into the analytics layer
- Approval workflows created visibility and accountability across report cycles
- Security controls reduced the risk of data leakage during reporting
Why This Matters
Industrial monitoring teams need speed and consistency across customer reporting. ACME now has a centralized platform that can scale across OEM sources without forcing analysts back into disconnected vendor environments.
Hopnet helps industrial teams turn fragmented operational data into production systems that speed up customer delivery.