A pump failure
shouldn't cost you a batch
In biopharma and process manufacturing, an equipment failure rarely stays an equipment problem — it puts the batch around it at risk. MaintenanceIQ™ watches pumps, mixers, and cleanroom HVAC continuously, flags degradation while it's still a scheduled maintenance event, and keeps the record clean enough to stand behind.
The problem
The equipment cost is the smallest number
- A contaminated or compromised batch can cost $500,000 to well over $5,000,000 — the equipment repair is almost an afterthought by comparison.
- Seal leakage, impeller wear, and bearing degradation in pumps often go unnoticed until flow rate or pressure has already drifted.
- Cleanroom HVAC and mixer equipment run on fixed maintenance calendars that don't reflect real usage or environmental variation.
- Corrective action after a failure means investigating not just the equipment, but everything the equipment touched.
The MaintenanceIQ™ approach
Continuous watch on the equipment a batch depends on
- Monitors flow rate, differential pressure, and motor current to catch impeller wear and seal leakage before they affect process integrity.
- Creates the SAP work order and reserves parts automatically, so the fix happens on a planned maintenance window.
- Applies the same continuous monitoring to cleanroom HVAC and mixing equipment, with sensitivity tuned to high-consequence, high-batch-value processes.
- Keeps a clean, timestamped record of every detection and every action taken, in the system you already use.
Use cases
Where this shows up on your floor
Pump monitoring
Flow rate, differential pressure, and motor current are watched continuously for the signatures of impeller degradation, seal leakage, and bearing wear — with extra sensitivity given the batch value at stake.
Cleanroom HVAC & mixers
The same condition-based approach extends to the environmental and process equipment a batch depends on, replacing fixed calendars with monitoring matched to actual equipment health.
Fleet-wide pattern learning
A degradation pattern found on one pump or mixer sharpens detection sensitivity across every equivalent asset in the facility — and across every facility in the network.
Auditable repair trail
Every detection, work order, and parts reservation is timestamped directly in SAP — a clean record to have on hand for quality and compliance review.
Proof point
The number that matters is the batch, not the pump
Side by side
MaintenanceIQ™ vs traditional process-equipment maintenance
| Traditional approach | MaintenanceIQ™ | |
|---|---|---|
| Degradation detection | Found after flow, pressure, or output has already drifted | Caught 2–6 hours ahead, before process integrity is affected |
| Batch risk | Batch investigated after the fact, alongside the equipment | Repair scheduled before the batch is ever put at risk |
| Maintenance schedule basis | Fixed calendar, regardless of usage or environment | Actual measured equipment condition |
| Work order & parts | Manual, after diagnosis | Created and reserved automatically in SAP |
| Compliance record | Reconstructed manually after an event | Timestamped automatically from detection to close |
Name a pump, mixer, or HVAC unit
Connect MaintenanceIQ™ to 48 hours of your own sensor data and we'll show you exactly what it detects.