Workflows

Unify Your Bioprocess Data. Accelerate Insights with AI.

Ganymede Modular Analysis connects every step of your bioprocess, from bioreactors to assays, into one platform for real-time visibility, deeper analysis, and faster optimization.

All-in-one

Bioprocess data, unified and analyzed. Built for engineers and scientists in the age of AI

All your data, one platform

Ganymede's agents make it easy to capture everything from bioreactor data, to analyzer data, to analysis tool outputs and IoT. All in one platform as clean data.

Online data

Ganymede's OPC agents connect directly to your bioreactors and other online data systems, continually capturing time-series data and building it into one cloud layer with exception checking.

Atline data

Our agents also capture data from analytical instruments like cell counters and analyzers, cleaning and standardizing it, calculating key metrics, and linking it to the batch.

Ganymede Agents

Agents have powerful templates or can be customized in our Lab-as-Code system. Agents interface with PCs and instruments to capture any aspect of data, or even interact with Windows.

Advanced analysis

Leverage the power of centralized, clean bioprocess to speed up batch analysis and unlock insights you didn't even know were there.

Cell culture growth kinetics

Use a variety of models (or add your own) to predict the growth path of your cell culture for the run and under different conditions.

Process parameter correlations

How do you develop critical process parameters as you scale up towards manufacturing? Ganymede makes it easy to compare the impact of various parameters and settings across runs.

Process optimization and DOE

Take it further to visualize the parameter space of your bioprocess runs to rapidly learn and optimize, turning your scale-up into a true DOE.

Practical AI

All hype aside, what does it take to apply AI in your wet lab and bioprocess? Once a rich data foundation is in place, Ganymede has a variety of built-in AI approaches and lets you add your own via Flows.

Isolation forest modeling

Ganymede uses machine learning isolation forests to model bioprocess data and flag anomalies like drift or contamination, creating a simple and powerful first pass of QC metrics.

Online DOE

Leverage all the data in Ganymede across runs to drive a true bioreactor model to characterize your process parameters. Models can be added and tuned to fit your use case.

Powerful flows and automation

Ganymede's Flows can drive more powerful modeling using custom compute in multi-step pipelines, building a fully automated backend processing layer for your data, with arbitrary analysis code.

Modular Analysis drives strategic impact

Aggregate data from bioreactors to analyzers.

2 months
Faster scale-up for a client developing a bioprocess for cell therapies
2500 hours
Saved annually by automating peak finding with AI for an analytical chemistry team
+60%
Throughput for plate-based assays by reducing errors and accelerating human analysis ina diagnostics client
Use Cases

Explore Ganymede Use Cases

Ganymede’s modular Lab-as-Code platform is specifically designed to be flexible. Small molecules, biologics, cell & gene therapies, and synthetic biology—we digitalize all types of scientific workflows. Ganymede is purpose-built to handle any and all of the life science industry’s complexity.

See how we can help address your unique challenges.

By Product

A wide variety of tools to solve a wide variety of data problems.

By Role

Lab data should be accessible and reusable throughout your organization.

By Science

Accelerating all therapeutic types and bio-products.