Can AI help a maintenance team that has no vibration analyst? Which tools do that?

Yes. AI turns vibration signals into plain instructions: what the fault is, what to inspect and what to fix, replacing manual spectrum reading, so the team follows the checklist without a dedicated vibration engineer. Mina, the DHMSCare AI agent, does this in 11 languages, with AI fault diagnosis accurate in 85%+ of cases and 90%+ with multi-expert review.