Use Case

Compare compounds to references

Find meaningful similarities and differences between compounds and references using all the data in your images

Compare compounds to references

Find meaningful similarities and differences between compounds and references using all the data in your images

Compare compounds to references

Find meaningful similarities and differences between compounds and references using all the data in your images

Compare compounds to references

Find meaningful similarities and differences between compounds and references using all the data in your images

Find similarities and differences in conditions

Unbiased phenotypic clustering uses AI's superhuman ability to detect similarities and differences between compounds and references

Take advantage of all the data in your images

Spring's embedding-driven technology makes use of all of the data in your images to compare to references, as opposed to just one marker or readout or even set of traditional features

Cluster your most difficult, subtle phenotypes

Excels at separating even the most difficult, subtle cellular phenotypes to find biological differences between compounds

Extract meaningful, interpretable features from your images

Spring's AI technology helps scientists work their way towards interpretability of complex imaging data so you can spend your time interrogating meaningful biology, not writing code and battling finnicky image analysis settings. Narrow down mechanisms of action with a combination of meaningful, interpretable measurements ranging from immune cell populations to metabolism to cell-to-cell interactions to intracellular tracking to mitochondrial networks to actin dynamics to multiple types of cell death quantification to more.

Extract meaningful, interpretable features from your images

Spring's AI technology helps scientists work their way towards interpretability of complex imaging data so you can spend your time interrogating meaningful biology, not writing code and battling finnicky image analysis settings. Narrow down mechanisms of action with a combination of meaningful, interpretable measurements ranging from immune cell populations to metabolism to cell-to-cell interactions to intracellular tracking to mitochondrial networks to actin dynamics to multiple types of cell death quantification to more.

Extract meaningful, interpretable features from your images

Spring's AI technology helps scientists work their way towards interpretability of complex imaging data so you can spend your time interrogating meaningful biology, not writing code and battling finnicky image analysis settings. Narrow down mechanisms of action with a combination of meaningful, interpretable measurements ranging from immune cell populations to metabolism to cell-to-cell interactions to intracellular tracking to mitochondrial networks to actin dynamics to multiple types of cell death quantification to more.

Extract meaningful, interpretable features from your images

Spring's AI technology helps scientists work their way towards interpretability of complex imaging data so you can spend your time interrogating meaningful biology, not writing code and battling finnicky image analysis settings. Narrow down mechanisms of action with a combination of meaningful, interpretable measurements ranging from immune cell populations to metabolism to cell-to-cell interactions to intracellular tracking to mitochondrial networks to actin dynamics to multiple types of cell death quantification to more.

Your images have data you may not be using (yet)

The data size and complexity created by high-content imaging and microscopy in general is exploding, yet scientists' are often equipped with yesterday's software for taking advantage of this data. These images are powerful for comparing many compounds vs references. They are full of rich features and biological signal — which can only be unlocked with cutting edge, unbiased AI-driven analytical approaches. Unlock this comparison superpower for your team with Spring's unbiased clustering tech.

Your images have data you may not be using (yet)

The data size and complexity created by high-content imaging and microscopy in general is exploding, yet scientists' are often equipped with yesterday's software for taking advantage of this data. These images are powerful for comparing many compounds vs references. They are full of rich features and biological signal — which can only be unlocked with cutting edge, unbiased AI-driven analytical approaches. Unlock this comparison superpower for your team with Spring's unbiased clustering tech.

Your images have data you may not be using (yet)

The data size and complexity created by high-content imaging and microscopy in general is exploding, yet scientists' are often equipped with yesterday's software for taking advantage of this data. These images are powerful for comparing many compounds vs references. They are full of rich features and biological signal — which can only be unlocked with cutting edge, unbiased AI-driven analytical approaches. Unlock this comparison superpower for your team with Spring's unbiased clustering tech.

Your images have data you may not be using (yet)

The data size and complexity created by high-content imaging and microscopy in general is exploding, yet scientists' are often equipped with yesterday's software for taking advantage of this data. These images are powerful for comparing many compounds vs references. They are full of rich features and biological signal — which can only be unlocked with cutting edge, unbiased AI-driven analytical approaches. Unlock this comparison superpower for your team with Spring's unbiased clustering tech.

Benefit from comparisons to both public and private datasets

The Spring Engine can compare compounds to references using your own private datasets, Spring's internal proprietary datasets, and public datasets such as JUMP-CP. With our unbiased phenotypic clustering technology, scientists can quickly discover the conditions or drugs that are most similar and dissimilar to each other among these datasets — as well as what's driving these similarities or differences.

Benefit from comparisons to both public and private datasets

The Spring Engine can compare compounds to references using your own private datasets, Spring's internal proprietary datasets, and public datasets such as JUMP-CP. With our unbiased phenotypic clustering technology, scientists can quickly discover the conditions or drugs that are most similar and dissimilar to each other among these datasets — as well as what's driving these similarities or differences.

Benefit from comparisons to both public and private datasets

The Spring Engine can compare compounds to references using your own private datasets, Spring's internal proprietary datasets, and public datasets such as JUMP-CP. With our unbiased phenotypic clustering technology, scientists can quickly discover the conditions or drugs that are most similar and dissimilar to each other among these datasets — as well as what's driving these similarities or differences.

Benefit from comparisons to both public and private datasets

The Spring Engine can compare compounds to references using your own private datasets, Spring's internal proprietary datasets, and public datasets such as JUMP-CP. With our unbiased phenotypic clustering technology, scientists can quickly discover the conditions or drugs that are most similar and dissimilar to each other among these datasets — as well as what's driving these similarities or differences.

“This could dramatically change the field of adjuvant discovery.”

— LEADING RESEARCHER, STANFORD UNIVERSITY

“This could dramatically change the field of adjuvant discovery.”

— LEADING RESEARCHER, STANFORD UNIVERSITY

“This could dramatically change the field of adjuvant discovery.”

— LEADING RESEARCHER, STANFORD UNIVERSITY

See what happens when scientists use Spring

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Educators are invited to use Spring in the classroom and with their research students.

Ready to get started?

Try out our tools with your existing workflow, or we can create a custom experience for you.

Ready to get started?

Try out our tools with your existing workflow, or we can create a custom experience for you.

For industry

Spring tools are licensed by pharma, biotechs, startups, and research groups of all kinds.

For academics

We make it easy for academic research groups and non-profits to try Spring's tools.

Ready to get started?

Try out our tools with your existing workflow, or we can create a custom experience for you.

Ready to get started?

Try out our tools with your existing workflow, or we can create a custom experience for you.

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Spring's tech is used by a range of partners across biotech, pharma, and academic research. We provide both strategic collaborations and software licensing.

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