SwitzerlandHealthcare and life sciences2024 – ongoingRoche
Biologics yield and quality prediction
Roche reported 5% to 10% higher biologics yields with predictive applications
Problem
Biologics production faced variability.
Approach
Roche deployed predictive applications. Operators received yield and quality predictions.
Results
5% to 10%yield increase reported by Roche
Takeaway
Operators used yield and quality predictions to guide process settings and batch sequencing.
Categories
- Size
- Large enterprise
- Industry
- Healthcare and life sciences
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
[1]BioProcess Online11 Oct 2024
Roche employees described applications that predicted yield and critical quality attributes. They reported yield increases of 5% to 10%.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026
