Platform deep dive
How BioOptima AI works
No historical data required. No system integrations. Start from zero and reach your optimal process in a fraction of the time.
Define your objective
Tell BioOptima what you're optimizing — titer, purity, viability, yield — and set any process constraints that must hold. No historical data required. No integrations to configure. You can start a new project from scratch on day one.
- Works whether you have zero prior runs or hundreds
- Supports single-objective and multi-objective goals
- Process constraints entered in plain language — no scripting
- Setup takes under 10 minutes
Run your first experiment
BioOptima designs an intelligent starting point for your process — even with no prior data. It selects an initial experimental condition that maximizes information gain, so your very first run teaches the platform as much as possible about your process.
- No data required to generate a first recommendation
- Starting conditions chosen to explore the most informative region of the design space
- Works with any bioreactor, host system, or process type
- No new equipment, no ELN or LIMS connection needed
Log your results
After each run, enter your outcomes directly into BioOptima. That's all — no export, no integration, no data pipeline. The platform accepts structured results through a simple interface and immediately incorporates them into its understanding of your process.
- Results entered via a structured form — no file formats or exports
- Optional: upload a CSV if you prefer
- Accepts any combination of analytical and process outputs
- Each completed run makes the next recommendation more accurate
Receive your next recommendation
After each logged run, BioOptima delivers the single highest-value experiment to run next — with a predicted outcome and confidence range. Every recommendation includes a full explanation of which factors are driving the result, so your team understands the reasoning, not just the answer.
- One recommendation per cycle — no list of options to debate
- Predicted outcome with confidence range for every suggestion
- Factor-level explanation included with each recommendation
- Recommendation generated in under 60 seconds
Built for regulated environments
BioOptima is designed with GMP-adjacent data handling in mind. Audit logs, model versioning, and user access controls are available in all enterprise deployments. Contact us for 21 CFR Part 11 compliance documentation.
Talk to our teamReady 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