Robust AI Methods for Protein Biotherapeutics

VisualAI Software for Sample-Agnostic Image Analysis with FlowCam

Elevate Particle Analysis in Biotherapeutic Development

Subvisible particles in protein formulations are more than just a regulatory concern—they’re a critical indicator of product quality, stability, and safety. Our white paper introduces VisualAI, a cutting-edge AI-powered software that enhances Flow Imaging Microscopy (FIM) with highly accurate, sample-agnostic particle classification.

📄 Download the white paper to discover how VisualAI transforms FlowCam data into deeper biological insight.

What You’ll Learn

• The Challenges of Subvisible Particle Classification
  Understand how protein aggregates and silicone oil droplets differ in morphology and clinical relevance.

• Limitations of Conventional Techniques
  Learn why traditional property-based analysis tools fall short and how VisualAI bridges that gap.

• AI-Powered, Pre-Trained, and Ready to Use
  Explore how VisualAI integrates seamlessly into VisualSpreadsheet^® for fast, intuitive identification of particle types—no custom training required.

• Validated Performance Across Multiple Instruments
  Review test results from FlowCam 8100 and FlowCam LO systems showing reliable classification of >3 μm particles across different units and formulations.