Solutions
Drug Discovery & Research
Predict HVAC failures before they compromise experiments, cell cultures, or sample storage. Real-time monitoring of -80°C freezers, incubators, and cold rooms protects months of research and millions in investment.
Energy Optimization Without Compromise
Labs consume 5-10x more energy than office space. Identify waste in fume hoods, autoclaves, and environmental chambers while maintaining exact protocol conditions. Cut energy costs 20-30% without touching experiments.
Clinical Trials
Sample Storage Compliance & Monitoring Monitor cold chain integrity across multiple sites in real-time. Automatic alerts before samples are compromised, with complete audit trails for FDA compliance. No more manual logs.
Manufacturing (GMP Facilities)
Cleanroom Performance & Validation Digital twin continuously validates particle counts, pressure differentials, temperature, and humidity. Predict issues before they breach specs. Reduce validation cycles and maintain production schedules.
Predictive Maintanace
Predictive Maintenance for Critical Systems In pharma manufacturing, unplanned downtime isn't just expensive—it's a compliance issue. We predict failures in sterile processing equipment, lyophilizers, and HVAC systems weeks in advance. Schedule maintenance during planned downtime, avoid costly emergency repairs, and maintain your production calendar.
Bottom Line
You're operating in the most regulated, high-stakes environments in industry. One temperature excursion can cost millions. One failed inspection can shut down production. Our AI ensures operational excellence while cutting the costs that don't add value to your science.
Facility Uptime for Trial Sites
Equipment downtime at a trial site can derail timelines and burn through budgets. Predictive maintenance catches failing equipment before it impacts patient visits, sample collection, or data integrity. Keep trials on schedule and on budget.
Batch Quality
Batch Quality Through Environmental Correlation Connect environmental conditions to batch outcomes. When yields drop, instantly correlate with temperature, humidity, and equipment performance. Turn environmental data into process insights.
Energy Management
Energy Management Under GMP Constraints Find inefficiencies in utilities, compressed air, and process cooling without compromising GMP requirements. Document every optimization for FDA inspections.