Predictive Monitoring
Forecast temperature risks before excursions occur. Statistical modelling applied to your continuous sensor data — so your team acts before a breach, not after.
Platform Overview
The GxP Mentor Predictive Monitoring platform ingests data from pharmaceutical environmental monitoring sensors, applies statistical decomposition and time-series modelling, and generates forecasts that identify temperature drift and excursion risk before threshold breaches occur.
Unlike conventional monitoring systems that simply alert when a limit has already been breached, the TempAI platform uses STL decomposition and autoregressive modelling to detect anomalous patterns in real time — giving your team advance warning and the ability to intervene while product is still safe.
The platform is designed for pharmaceutical-grade environments and supports multi-site, multi-sensor deployments with client-specific configuration and reporting.
Core Capabilities
Sensor Data Ingestion
Automated ingestion from pharmaceutical-grade temperature sensors with data integrity validation and audit trail.
Trend Detection
Real-time identification of temperature drift patterns, seasonal anomalies, and equipment performance degradation.
Statistical Modelling
STL decomposition and autoregressive modelling applied to sensor time series to separate signal from noise.
Excursion Forecasting
24-hour forward-looking forecasts with confidence intervals, identifying sensors and locations at elevated excursion risk.
Alert Generation
Targeted notifications for anomalies, forecast risks, and confirmed excursions — by sensor, site, and severity.
Operational Dashboards
Role-based compliance dashboards providing real-time visibility of sensor health, anomalies, forecasts, and KPIs.
Target Environments
Key Benefits
Early Risk Detection
Identify temperature drift and excursion probability hours before a threshold breach — enabling intervention while product is still safe.
Improved Compliance Oversight
Continuous, documented evidence of active monitoring and risk management for quality management review and regulatory inspection.
Reduced Product Loss
Earlier detection means earlier response. Forecast-driven alerting dramatically reduces the likelihood of product reaching out-of-specification status.
Data-Driven Decisions
Replace reactive incident management with a proactive, data-grounded approach to cold chain and storage risk management.
Platform Dashboard Overview
Main Dashboard
Top-level compliance status across all sites and sensors. KPI cards for active sensors, anomalies, forecast risk flags, and overall compliance health score. Breach alert summary panel with severity and location.
Equipment Page
Per-sensor drill-down with 24-hour and 7-day temperature history, current reading, limit status, anomaly flags, and calibration status. Sensor health score and maintenance alert indicators.
Analytics Page
Historical trend analysis with excursion frequency reporting, seasonal performance comparison, and equipment performance ranking. Exportable KPI packs for management review and audit files.
Forecast Page
24-hour forward forecast for each sensor with confidence intervals. Risk prioritisation matrix highlighting sensors most likely to breach. Forecast accuracy tracking against historical predictions.
Already a platform client?
Sign in to your dashboard at app.gxpmentor.com
Join the Waitlist
The TempAI Predictive Monitoring platform is currently in private beta with a select group of pharmaceutical and cold chain clients. Access is by invitation only.
Submit your details below and we will reach out when onboarding opens for your region or organisation type. Early waitlist applicants receive priority access and onboarding support.
- Priority access when your region opens
- Dedicated onboarding and configuration support
- Input into the product roadmap as an early client
- Beta pricing locked in for your first year
Request a Demo
See the GxP Mentor Predictive Monitoring platform in action. We will walk you through a live demonstration using representative pharmaceutical sensor data and show you exactly how the forecast and alert system works.
- 30-minute demonstration session
- Tailored to your environment type
- No obligation, no sales pressure
- Available remotely via video call