FROM LAB TO PRODUCTION

Right-first-timescale-upfor biomanufacturing

Biology meets AI to make biomanufacturing predictable.

The Problem

Bioprocesses falter at every stage

R&D

Bioprocesses fail to achieve commercially meaningful productivity

Scale-up

Bioprocess performance dips at scale

Manufacturing

Bioprocess performance drifts over time

Our Approach

Building flight simulators for bioprocesses

CORE

Flight Simulator

The flight simulator learns bioprocess behavior from data using AI-ML while being grounded by rules of metabolism and reactor physics

Wet Lab

Every fermentation run produces raw empirical data that feeds directly into the flight simulator.

Virtual R&D lab

Discovers the best recipe by running thousands of virtual experiments in minutes.

Scale-up Guidance

Discovers operating ranges that maintain performance at scale.

Manufacturing support

Predicts bioprocess outcomes in real-time to aid control of drifting processes.

01

Wet Lab

High quality data

Every fermentation run produces raw empirical data that feeds directly into the flight simulator.

02Core

Flight Simulator

Predictive model

The flight simulator learns bioprocess behavior from data using AI-ML while being grounded by rules of metabolism and reactor physics.

03

Virtual R&D Lab

Best recipe

Discovers the best recipe by running thousands of virtual experiments in minutes.

04

Scale-up Guidance

De-risk transfer

Discovers operating ranges that maintain performance at scale.

05

Manufacturing Support

Stable production

Predicts bioprocess outcomes in real-time to aid control of drifting processes.

Partner With Us

Ready to transform your bioprocess scale-up?

Let's discuss how we can accelerate your path from lab to production.

Leadership

Team

Supported By

Our Vision
From Linear toCircular

Making biology predictable so the circular economy can scale

Biology is the ultimate manufacturing engine. Lemnisca exists to democratize the biomanufacturing engine by bridging the gap between innovation & industrial reality.

Work with us!

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