Image analysis made
fast, accurate & reproducible

No more repetitive, time-consuming grinds to analyze your data. With Alchemy, get publication-ready results in seconds, not weeks.

Trusted by top research institutions

Your experiments are ahead of your tools.

You're generating more data than you can analyze. Some of it takes weeks to process by hand. Some of it can't be processed at all. Your research shouldn't have to wait for your tools to catch up.

[Original image]

[Unreliable results from existing solutions]

Your experiments are ahead of your tools.

You're generating more data than you can analyze. Some of it takes weeks to process by hand. Some of it can't be processed at all. Your research shouldn't have to wait for your tools to catch up.

That's why we built Alchemy.

Each step of the analysis is broken into visual nodes you can inspect, test, and tweak — so you understand exactly what's happening to your data before you hit run.

Train custom segmentation models in minutes.

[Cell-body-only segmentation result]

[Nucleus-only segmentation result]

Run state-of-the-art segmentation models out of the box, or fine-tune your own on your specific images and data. The more you use, the better it gets.

[Subtract mask result]

Fully customizable,
down to every node.

Our library of nodes lets you automate virtually any workflow. And if a node you need doesn't exist yet, our AI agent will build one from scratch.

100% accuracy guaranteed through
human-in-the-loop verification.

[Cell-body-only segmentation result]

[Nucleus-only segmentation result]

When you make manual corrections, Alchemy automatically fine-tunes your segmentation models so the next run is more accurate.

[Mask measurement CSV output]

Publish with confidence.

Alchemy auto-generates reproducible documentation for every workflow, so your methods section is ready before your paper is.

Hear from our users

"I used to spend entire weekends annotating images by hand. With Alchemy, what took 20 hours now takes 5 minutes. I can actually focus on my research instead of drawing outlines."

Aidan Fenwick
PhD, CalTech

No Code? No Problem.

Drag and drop nodes to build your workflow, or just tell our AI agent what you need to analyze. Alchemy handles the rest — selecting the right models, connecting the steps, and setting the parameters.

Low Bar, High Ceiling.

On top of our library of verified nodes, our AI-powered code editor lets you create custom building blocks from scratch. Working with unusual staining, non-standard imaging, or a niche organism? Describe what you need, and Alchemy generates a new node tailored to your data.

Built for Collaboration.

Save and share workflows, custom nodes, and entire pipelines with your team or the broader research community. When a colleague runs your workflow, they get the exact same results you did — eliminating the variability that comes from different analysts processing the same images.