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AI-Driven Imaging for Cell Manufacturing

Brightfield Therapeutics leverages image-based machine learning to accelerate the future of cell therapy.

Technology

Cell Replacement Therapy

We engineer iPSCs for predictable, scalable differentiation into specific therapeutic lineages.

Image-Based Machine Learning

Our platform analyzes cell states in real time using brightfield microscopy and deep learning.

Brightfield Platform

Microscopy + AI

Brightfield microscopy + ML enables non-invasive identification of cell states and lineage potential.

Automation Infrastructure

Computer vision + robotics provide continuous monitoring and automated decision loops.

SaaS Biotech Model

A software-first model enabling scalable deployment across cell therapy manufacturing partners.

Pipeline

iPSC Line Generation

Starting with well-characterized iPSC lines engineered for predictability.

Optimization

Image-based models identify optimal differentiation routes and reduce batch variability.

Preclinical & IND

Non-invasive phenotype monitoring supports regulatory alignment.

Clinical Manufacturing

Embedded imaging enables automated lot release and consistent QC.

Careers at Brightfield

Join us in building image-based manufacturing for next‑generation cell therapies.

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Machine Learning Scientist

Build imaging classifiers and phenotype models.

Stem Cell Engineer

Develop differentiation protocols using real-time imaging feedback.

Automation Engineer

Integrate robotics and microscopy into closed-loop systems.

Why Brightfield?