Plant Optimization for Pharmaceutical

Run the math against $10K-$80K/hour with batch loss risk for downtime cost. A single avoided unplanned shutdown on a critical asset usually pays for six to twelve months of program cost. Most Pharmaceutical sites we work with see 3:1 to 6:1 program ROI inside year one, with higher figures at sites with higher hourly downtime costs. Sites with very high downtime costs ($100K/hr+ in some Pharmaceutical operations) can see 10:1 or better.

Where FDA cGMP, EU Annex 15, ICH Q7 requires documented preventive maintenance and equipment condition tracking, Plant Optimization data provides the audit-ready evidence. Measurements traceable to ISO 22400 (KPIs), calibrated instrumentation records, written procedures, and finding-to-work-order tie-back. The program isn't structured to be a compliance tool — but the data it generates as a byproduct usually closes 60 to 80 percent of an inspector's questions about equipment condition.