AI-Guided Cell Process Optimisation Platform
Optimise cell-based development with AI-driven modelling to identify key drivers, simulate outcomes, and improve process decisions.
What FateDrive™ Does
Model Process Outcomes
Model how process conditions influence cell behaviour and outcomes.
Prioritise What Matters
Identify the variables that drive process performance.
Guide Optimisation Decisions
Recommend next steps to improve experimental outcomes.
Why in-silico optimisation matters
Traditional cell process optimisation is slow, costly, and unpredictable.
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Poor Reproducibility
Inconsistent outcomes due to biological and technical variation.
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Suboptimal Protocols
Incomplete insight of key drivers in a process restricts protocol development.
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Costly Iteration Cycles
Traditional trial-and-error methodology consumes significant biological resources, lab time, and operational budget.
How FateDrive™ Delivers Optimisation
A structured workflow for modelling, simulating, and optimising cell processes.
Process Understanding
Structure experimental data into a framework for optimisation, combining AI-driven modelling with domain expertise in cell biology.
In-silico Optimisation
Using your experimental data, we model and simulate protocol variations to identify key drivers influencing outcomes.
Adaptive Optimisation
Enabling closed-loop optimisation by integrating real-time measurements with manual or automated actions (lab-in-the-loop).
Adaptive Process Control
FateDrive™ uses in-process measurements to model the current state of a cell culture, predict likely outcomes, and recommend targeted adjustments at key process steps to correct for biological variability before experiments go off track.
Stronger with predictive inputs
Combine FateDrive™ with FateView™ to enhance optimisation with real-time, label-free cell state predictions.
- Detect changes earlier with deeper insights
- Adjust protocols on the fly
- Reduce reliance on late-stage measurements
- Improve optimisation precision
Example of adaptive protocol optimisation using FateDrive™ (use enlarge control on the video)
What you get
Measurable improvements across your development pipeline
Higher yield
Maximise output
Greater consistency
Reproducible results
Reduced waste
Less material use
Fewer experiments
Do more with less
Shorter development timelines
Accelerate optimisation cycles
Better decision making
Make informed optimisation decisions with confidence
Accelerate cell process optimisation with AI
Discover how FateDrive™ enables faster, more reliable optimisation across your cell development pipeline.