AI X BIOPROCESS

Bioprocess Simulation

Faster development.
More robust manufacturing.

Faster development. More robust manufacturing.

Top biopharma companies and CDMOs trust Ark to save time, reduce costs, and drive better outcomes in manufacturing.

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A virtual bioreactor run,

in seconds

Use Ark's software to enhance decision-making from early-stage process development to commercial manufacturing.

Shorten timelines

Experiment 1,000x faster. Simulate thousands of experiments in parallel to optimize your process, ensure robustness, and scale up first time right.

Run fewer experiments

Minimize bioreactor runs by testing hypotheses in silico. Only conduct physical experiments when truly needed to push the boundaries of knowledge.

Improve outcomes

Optimize critical process parameters leveraging direct insights from advanced simulations. Improve titer and overall process robustness.

Run virtual experiments. Deepen process understanding.

Turbocharge insights with Ark’s comprehensive collection of 25+ cell culture trends — from growth metrics like titer, viability, and VCD to metabolic indicators like pCO₂, lactate, and ammonia, plus soft sensors such as impeller and sparger P/V.

Because simulations run in seconds, you can generate deeper insights faster than with physical bioreactors — from rapid sensitivity analyses to full factorial DOEs.

In silico optimization. Find the best recipe, faster.

Explore tens of thousands of process variations with a single click. Set your goals and constraints, and Ark will rank and compare recipes to reveal the optimal path forward.

Leverage optimization across lifecycle from pre-IND through commercial scale to maximize yield, minimize variability, and ensure every run performs at the highest level.

Scale up, first time right.

Quantify cell culture performance across scales and configurations using a dynamic and comprehensive bioreactor model.

Analyze quantitative trends, such as pCO2 and osmolality, across scales to identify, evaluate, and address potential challenges early.

Facilitate balanced decision-making under complex constraints to drive success.

Simulation made easy.

Get started with Ark in minutes — no coding, no special data requirements. Simply upload the experimental data you already generated and create a custom model instantly.

With low activation energy, any scientist can start simulating right away. From experiment to in silico insights has never been this simple.

Deepen insights with your own

Bioprocess AI Assistant

Access and interpret results through an interactive chatbot—putting clear, actionable insights right at your fingertips.

How it Works

Software designed by scientists, for scientists

The world’s most advanced models in an intuitive, no-code interface—empowering every scientist to harness the power of simulation.

Support bioprocess life cycle

Holistic solution to enhance decision making in process development, scale up, tech transfer, and commercial operations.

Generate value, even with limited data

Works with sparse and imprecise bioprocess data from common sensors and instruments. Advanced model calibration method ensures model robustness.

Bioreactor agnostic

Select from a library of bioreactors or add your own. Customize vessel geometry, impellers, and spargers.

Data Security

Designed to protect your data

SOC 2 Type II certified
for secure, reliable, and compliant operations

Data encryption

All customer data and metadata is encrypted at rest with AES-256 encryption algorithm. Ark uses TLS 1.2 or higher for data in transit.

Secure hosting

Your data is your IP. Data is securely hosted within a single-tenant AWS environment with its own VPC.

Strict permission controls

Your data is protected with access restrictions. We utilize industry leading authentication providers and SSOs with short-lived tokens.

Strict usage controls

Your data is used to auto-calibrate Ark’s models to produce simulations in your product environment only. The data is not used to train our models or shared outside of your product environment.

Version control and software updates

Software and data are version-controlled and updated regularly to maintain compliance with the latest security standards.

Secret management

Application secrets are encrypted and stored securely via AWS Secrets Manager and Parameter Store, and access to these values is strictly limited.

Better bioprocess,

better outcomes