Question 1

What sensors do we need?

Accepted Answer

We support standard vibration sensors (accelerometers), current transformers, and thermal cameras. If you have existing sensors, we can often integrate them. Our team provides a sensor plan during the PoC phase.

Question 2

How accurate are the predictions?

Accepted Answer

Accuracy varies by asset type and data quality, but we typically achieve 75-85% precision on failure prediction with 2-4 week lead time. We track accuracy as a core KPI and tune models continuously.

Question 3

Can this run fully on-prem?

Accepted Answer

Yes. We support on-prem deployments with edge gateways and local CMMS integration. Cloud sync is optional for model updates and cross-site analytics.

Question 4

How often do models need tuning?

Accepted Answer

Initial tuning happens during PoC/Pilot. After that, we recommend quarterly reviews to adjust for seasonal patterns and new asset baselines. Automated drift monitoring alerts when retuning is needed.

Question 5

What CMMS systems do you integrate with?

Accepted Answer

We integrate with SAP PM, IBM Maximo, Oracle EAM, and other major CMMS platforms via REST APIs. Work orders can be auto-created, updated with findings, and closed with evidence.

VibraQore

Capabilities

Outcomes

Frequently asked questions

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