About Klinea

Klinea is a biopharmaceutical company that specializes in the engineering and digitalization of biotech processes, serving clients worldwide. They support biopharma companies in improving productivity, reducing costs, and delivering life-saving treatments to market faster and more efficiently.

The problem

Clients were losing over €500,000 annually due to lack of digital process control and predictive modeling. Without these tools, they faced delayed market entry, scaling bottlenecks, and excessive trial-and-error experimentation cycles that prevented efficient, reproducible operations.

How we solved it?

We leveraged the Intemic platform to analyze production data from multiple batches, initially provided as Excel files. Following comprehensive data exploration, cleaning, and validation, we developed a mechanistic model that accurately describes microorganism growth and metabolism dynamics within the batch bioreactor system. Once the model was validated, we deployed all the dataflow in our platform, for real-time forecasting and alerting.

Key results

200.000€ saved on experiments, materials and time.

Reduced from 6 month to 6 days the time spent in developing new use cases for new clients, and putting them into production.

Klinea can now help more clients with advanced monitoring and digital twin services.