Use cases
Built for every bioprocess.
Whether you're developing a next-generation biologic, scaling an industrial fermentation, or solving a CGT manufacturing challenge — BioOptima AI speaks your process.
Biologics & biopharma
Reach target titer in weeks, not quarters.
Monoclonal antibody upstream development involves dozens of interacting variables — media composition, temperature shifts, pH profiles, dissolved oxygen, feed strategy. Conventional DOE scales poorly with this level of complexity. BioOptima learns your process cycle by cycle and identifies the shortest path to your performance target — whether you're starting from zero or building on prior work.
Applications
- mAb, bispecific, and Fc-fusion upstream optimization
- Biosimilar comparability studies
- CHO, HEK293, and NS0 process development
- Seed train and N-1 perfusion optimization
- Media and feed strategy screening
Industrial biotechnology
Maximize yield. Minimize feedstock. Beat the model.
Industrial fermentation optimization requires balancing yield, productivity, and substrate cost across a complex metabolic network. BioOptima learns these trade-offs directly from your experimental cycles — no data pipeline, no historian integration — and guides your team to the optimal operating point with fewer runs than any classical approach.
Applications
- Microbial and yeast fermentation optimization
- Organic acid and amino acid production
- Enzyme and specialty chemical manufacturing
- Strain screening and media development
- Fed-batch and continuous process strategy
Cell & gene therapy
Navigate the complexity that DOE cannot.
Cell and gene therapy manufacturing involves a design space that's simply too large for classical experimental design. Viral vector production, plasmid transfection, and T-cell expansion each involve complex, non-linear interactions between process parameters and biological outcomes. BioOptima brings structure to this from day one — no prior runs, no existing data required.
Applications
- AAV serotype-specific vector production
- Lentiviral vector manufacturing
- Plasmid and transient transfection optimization
- Primary T-cell and NK-cell expansion
- iPSC differentiation protocol development
Ready to start?
Your team runs experiments. BioOptima decides which ones.
Book a 30-minute discovery call. We'll review your process, confirm data readiness, and design a pilot you can start in two weeks.
Book a discovery call