Test AI-Powered Insights with Your Data
Our Proof of Value (PoV) service provides a low-risk opportunity to experience the potential of AI-driven bioprocess optimization and experiment design using your own data. Over a one-month period, we integrate your historical data with our AI models and deliver actionable insights to help you optimize key processes and enhance experimental design.
Key Deliverables:
- Data-driven insights tailored to your process.
- Recommendations for process optimization and experimental design.
Timeline: 1 Month
Ideal For: Companies evaluating AI’s role in process optimization and experiment design.
AI Model and Digital bioprocess twin Development
During this phase, we collaborate with you to develop an AI model based on your data and specific needs. This model enables optimization of Critical Process Parameters (CPPs) and Critical Quality Attributes (CQAs), ensuring robust and accurate experiment design.
The AI learns from your data, providing dynamic and evolving insights that adapt to changes in your bioprocessing conditions.
Key Deliverables:
- Fully customized AI model for bioprocess and experimental design optimization.
- AI-generated recommendations for refining both processes and experiments.
- Access to the SimCell platform for real-time updates and insights.
Timeline: 3 to 6 Months
Ideal For: Companies looking to enhance the accuracy and efficiency of both their bioprocesses and experimental setups.
Validate a Digital Process Twin for Virtual Bioprocess Optimization
The Digital Process Twin is a virtual replica of your bioprocess, enabling real-time simulation of process conditions and experimental outcomes without running physical tests. This phase allows for comprehensive optimization of key parameters, reduction of development time, and scaling with precision.
Through the SimCell platform, you can visualize and adjust simulations based on predicted outcomes.
Key Deliverables:
- Full Digital Process Twin accessible via SimCell for simulations and monitoring.
- Simulation scenarios to test and optimize processes and experiment designs.
- Comprehensive validation report with actionable insights to improve outcomes.
Timeline: 6 to 12 Months
Ideal For: Companies aiming to simulate and optimize complex bioprocesses while reducing physical experimentation costs and time.
Full AI digital twin Integration, Real-Time Monitoring
After validating the Digital Process Twin, we integrate it fully into your bioprocess workflow, enabling real-time process monitoring and continuous optimization. The AI-driven model, through SimCell, provides predictive insights and actionable recommendations, ensuring your bioprocess is always operating at peak efficiency.
This stage offers seamless, ongoing adjustments to both process parameters and experimental designs based on live data.
Key Deliverables:
- Fully integrated AI system with real-time process and experiment monitoring.
- Continuous insights and optimizations based on real-time data.
- Complete access to SimCell for real-time control and monitoring.
Timeline: 12 Months +
Ideal For: Companies ready to fully integrate AI for continuous process improvement and experiment optimization.
Sustain Performance with Continuous AI Support
Once the AI model is fully integrated, we offer long-term support to ensure that it continues to evolve alongside your bioprocessing needs. This includes regular updates to the AI model, continuous monitoring through SimCell, and expert assistance to help you stay ahead of the curve in process efficiency and experimental precision.
Key Deliverables:
- Regular AI model updates based on new data and evolving conditions.
- Continuous process monitoring via SimCell for sustained optimization.
- Ongoing support to ensure long-term performance and scalability.
Timeline: Ongoing
Ideal For: Companies seeking long-term collaboration and continuous AI model improvement.