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Temperature, humidity, pressure—all monitored, all logged, all ready for the auditor.
Solution Overview
Temperature, humidity, pressure—all monitored, all logged, all ready for the auditor. This solution is part of our Cold Chain domain and can be deployed in 2-4 weeks using our proven tech stack.
Industries
This solution is particularly suited for:
Pharma Food & Beverage Electronics
The Need
A 2-degree temperature swing shouldn't matter. But in your cleanroom it does. A 25% humidity spike can ruin an entire batch. A pressure drop for 45 minutes—no one even notices until the next scheduled check, but the contamination is already done.
Your facility still relies on someone walking around with a clipboard checking analog gauges hourly. That leaves giant blind spots—deviations that happen during shift changes, lunch breaks, or between checks. A pharmaceutical batch worth $2.1 million got compromised when temperature drifted 3.5 degrees above spec for 2 hours between scheduled checks. Your regulators will demand proof of what conditions existed when—minute by minute. A clipboard doesn't cut it.
When an excursion happens, you're scrambling to figure out which batches were affected, reconstruct what went wrong, and document it all for regulators. Your investigations cost time and money. And if you don't catch problems fast enough, you lose entire batches. Most facilities chalk up 3-4 of these incidents per year to the cost of doing business—that's $4-6 million in lost batches, investigation labor, and regulatory remediation you're absorbing.
The Idea
Deploy sensors across your facility—temperature sensors in cleanrooms, humidity sensors in storage, pressure sensors on room boundaries. They report every minute. The system watches those readings 24/7 and alerts you the moment something drifts out of spec. Not hours later. Minutes.
Your cleanroom is set to 21-23°C. Temperature hits 23.8°C? Your operations manager gets an instant alert on their phone with the exact deviation, the time it started, and a 15-minute countdown to take action. If corrective action doesn't happen, escalation alerts go to quality and supervision. You catch problems before they cascade.
You see all monitored areas on one dashboard. Green for normal, yellow for drifting toward limits, orange for excursion. Trend graphs show patterns over hours and days, so if humidity is gradually creeping up toward the limit, you act before it spikes.
Every sensor reading is locked in place with the time, the sensor ID, and full audit trail. When an excursion happens, the system auto-generates the investigation record that regulators demand. No paperwork, no reconstruction, no guesswork about which batches were in which area at which time.
The system ties into your production systems and automatically knows which batches were running in that area during the excursion. It places them on quality hold immediately—humans can't accidentally release potentially compromised product because the system enforces it.
Over time, the system spots patterns. On your night shift, humidity excursions happen 80% more often? Investigation reveals the night operator isn't calibrating the system correctly. Fix it, defect rates drop 12%. The system even predicts seasonal issues—humidity swings that correlate with outdoor temperature changes—so you can adjust HVAC controls before problems appear.
How It Works
flowchart TD
A[IoT Sensors Deploy
Temperature/Humidity/Pressure] --> B[Sensors Transmit
Readings 1x/Minute] B --> C[System Receives &
Timestamps Data
with Sensor ID] C --> D{Reading
In Spec?} D -->|Yes| E[Log Data
Status: Green] D -->|No| F[Excursion
Detected] E --> K[All Readings to
Continuous Documentation] F --> G[Immediate Alert
to Operations] G --> H{Corrective
Action
Initiated?} H -->|Yes| I[Log Corrective Action
with Timestamp] H -->|No| J[Escalation Alert
After Delay] I --> K J --> K K --> L[Trend Analysis &
Pattern Detection] L --> M[Auto-Generate
Compliance Reports
FDA 21 CFR Part 11] M --> N[Batch Impact
Analysis & Hold
If Excursion] N --> O[Real-Time Dashboard
Mobile Alerts &
Regulatory Documentation]
Temperature/Humidity/Pressure] --> B[Sensors Transmit
Readings 1x/Minute] B --> C[System Receives &
Timestamps Data
with Sensor ID] C --> D{Reading
In Spec?} D -->|Yes| E[Log Data
Status: Green] D -->|No| F[Excursion
Detected] E --> K[All Readings to
Continuous Documentation] F --> G[Immediate Alert
to Operations] G --> H{Corrective
Action
Initiated?} H -->|Yes| I[Log Corrective Action
with Timestamp] H -->|No| J[Escalation Alert
After Delay] I --> K J --> K K --> L[Trend Analysis &
Pattern Detection] L --> M[Auto-Generate
Compliance Reports
FDA 21 CFR Part 11] M --> N[Batch Impact
Analysis & Hold
If Excursion] N --> O[Real-Time Dashboard
Mobile Alerts &
Regulatory Documentation]
Continuous environmental monitoring system that captures sensor data every minute, detects deviations from specification, alerts operations immediately, and automatically generates regulatory-compliant documentation for batch traceability and compliance investigations.
The Technology
All solutions run on the IoTReady Operations Traceability Platform (OTP), designed to handle millions of data points per day with sub-second querying. The platform combines an integrated OLTP + OLAP database architecture for real-time transaction processing and powerful analytics.
Deployment options include on-premise installation, deployment on your cloud (AWS, Azure, GCP), or fully managed IoTReady-hosted solutions. All deployment models include identical enterprise features.
OTP includes built-in backup and restore, AI-powered assistance for data analysis and anomaly detection, integrated business intelligence dashboards, and spreadsheet-style data exploration. Role-based access control ensures appropriate information visibility across your organization.
Frequently Asked Questions
Deployment Model
Rapid Implementation
2-4 week implementation with our proven tech stack. Get up and running quickly with minimal disruption.
Your Infrastructure
Deploy on your servers with Docker containers. You own all your data with perpetual license - no vendor lock-in.
Related Solutions
🧪
Cleanroom Monitoring System
Particle count spikes in ISO 7 cleanroom. Alert fires. You investigate before contamination hits the batch.
💧
Humidity Control Verification
Humidity crept up 8% last week. Your defect rate crept up too. Now you see the correlation.
💨
Pressure Differential Monitoring
Cleanroom pressure differential drifts. Classification compromised. You know before the auditor does.