The Data Copilot for Bioprocess Scientists
OPTI-ML
Ai-Driven Parameter Optimization Software
The 'Opti-ML' software platform is designed to analyze, model, and optimize various parameters crucial for bioprocesses, such as temperature, pH, nutrient concentrations, media composition, and fermentation times. By ingesting and interpreting large datasets from experiments, 'Opti-ML' can identify optimal conditions, predict outcomes, and recommend parameter adjustments, ultimately leading to higher yields, reduced production costs, and shorter development cycles in biotechnology and biopharmaceutical industries.
Opti-ML combines the power of data-driven insights with the adaptability of AI algorithms, offering scientists and engineers a valuable tool to streamline and improve bioprocessing operations.
Why BioReact?
BioReact is an AI powered, cloud-based tool for bioprocess development and optimization.
Easy Data Upload
Upload data from any instrument in your lab, offline or online. Automatically parse datafiles with a few clicks.
Powerful Process Insights
Know which parameters have the most impact on your cells. Visualize past experiments in seconds, not minutes or hours.
AI-Driven Optimization
Leverage AI to understand how the next experiment should be run to improve yields or reduce unwanted biproducts.
About Us
BioReact is at the forefront of data management, analytics, and modeling in bioprocessing. Our innovative solutions transform raw data into actionable insights with unprecedented speed and accuracy.
Our mission is to empower process development professionals with the tools and insights needed to make informed decisions, streamline operations, and achieve superior outcomes. Through our advanced data management and modeling solutions, we aim to transform the way bioprocessing data is utilized, delivering faster and more accurate insights.
FAQ’s
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BioReact's 'Opti-ML' module optimizes cell culture parameters using AI-driven algorithms. By analyzing large datasets and historical records, the system will identify optimal growth conditions, nutrient requirements, and environmental factors for optimal process performance. This automated optimization process will not only save time but also enhance efficiency and productivity, ultimately leading to improved yields and higher-quality products.
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Ideally, the more data uploaded the better. We recommend at least 10 datasets per project to begin the Ai optimization.
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Our algorithm is proprietary and designed with over 12 million datapoints used as training from cells like CHO, E.Coli, HEK293, and more. Our algorithm will also identify the most important factors that influence your experiments.
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BioReact’s ‘Opti-ML’ tool will recommend the ideal setpoints or profiles for key process inputs such as pH, temperature, dissolved oxygen, agitation rate, feed profile, and more!
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BioReact can recognize and process any data characterizing process performance. Common process performance attributes used by customers are biomass yield (OD600, CDW), cell viability, product titre, nutrient/metabolite concentration, and off-gas composition.
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BioReact’s ‘Opti-ML’ software will automatically parse offline and online data and aligns them to the time series provided in your experiment data files.
Request Free Access
Request access today to see how BioReact can revolutionize your data management and optimization processes.