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Predictive Biomanufacturing with PatroLab™

Go from Data to Control with a Digital Platform That Monitors, Predicts, and Prescribes in Real Time

The PatroLab digital platform turns continuous bioprocess data into actionable, GMP-ready intelligence. Built to bring manufacturing robustness, PatroLab empowers faster, better-informed decisions that stabilize process performance and protect product quality. Centralized, digitized data feed consistent operations that eliminate fragmentation and reduce manual burdens.

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Detect Early and See More Clearly

24/7 monitoring at 5-minute intervals
Over 40 in-process targets tracked
Up to 1,000× increase in batch data density
In-process product quality attribute (PQA) visibility without extra sampling 
Single source of truth with shared dashboards
Predictive modeling from 3 to 16,000 L scale

Precision Prediction, Automatic Action

Before deviations become problems, PatroLab acts. PatroLab defines the profile of a healthy batch and keeps the process aligned. Patterns across PQAs, critical process parameters, and process indicators detect process drift and Out of Trend events in real time.

When a deviation occurs, data-driven analysis pinpoints root cause and facilitates decision-making. Manual intervention or automatic feedback control then returns the process to its intended trajectory.

PatroLab’s predicted VCD, glucose, and amino acids closely matched offline measurements, demonstrating high predictive accuracy.

Controlled Risk Compression

Explore how PatroLab minimizes uncontrolled variables to improve consistency-distilling uncertainty into predictable commercial performance without adding complexity.
See the PatroLab Infographic

Real-Time Technologies, Simplified

PatroLab unifies real-time monitoring, predictive modeling, and automated control into one GMP-ready platform that predicts and prescribes.

Integrating these typically disparate technologies centralizes inline and offline data streams, improving visibility both across operations and between teams. Investigations accelerate, and programs stay on track.

Digital Platform Compatibility

PatroLab supports:

  • Monoclonal and bispecific antibodies
  • Recombinant and fusion proteins
  • Enzymes

Continually expanding modality coverage supports CHO expression across fed-batch, perfusion, WuXiUI™, and WuXiUP™ process modes.

Commercial Control

From process development through commercial manufacturing, PatroLab guides your biologic to a high-product-quality endpoint. Realize the full potential of digital transformation, backed by the expertise and experience of WuXi Biologics.