# Measuring Commercial Impact at Scale at Canva

DevFeed: [Measuring Commercial Impact at Scale at Canva](<https://devfeed.tech/articles/measuring-commercial-impact-at-scale-at-canva-37932.md>)

Original publisher: [Read original article](<https://www.canva.dev/blog/engineering/measuring-commerical-impact-at-scale/>)

Author: Jun Ye

Published: 2025-06-20T00:00:01Z

Content type: article

Language: en

Sources: [Canva Engineering](<https://devfeed.tech/sources/canva-engineering.md>)

Topics: [experiments](<https://devfeed.tech/topics/experiments.md>), [Streamlit](<https://devfeed.tech/topics/streamlit.md>), [data analytics](<https://devfeed.tech/topics/data-analytics.md>), [App](<https://devfeed.tech/topics/app.md>), [Software as a service](<https://devfeed.tech/topics/saas.md>)

Tags: [data-analytics](<https://devfeed.tech/tags/data-analytics.md>), [development](<https://devfeed.tech/tags/development.md>), [experiment](<https://devfeed.tech/tags/experiment.md>), [experimentation](<https://devfeed.tech/tags/experimentation.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [product](<https://devfeed.tech/tags/product.md>), [streamlit](<https://devfeed.tech/tags/streamlit.md>)

## AI overview

Canva describes its IMPACT app, an internal data product built with Snowflake, Streamlit, Snowpark, and Cortex. The app provides self-service estimates of commercial impact for experiment analysis using standardized logic aligned with Canva's finance model.

## Source excerpt

How We Built Canva's IMPACT App with Streamlit in Snowflake