How do I find out why a metric changed in Snowflake?

Create a Finding from the table or view containing the metric. FactorPrism ranks the factors behind the change, shows where each acted, and reconciles their contributions to the total change.

Does FactorPrism move data outside Snowflake?

No. FactorPrism runs as a Snowflake Native App under the customer's existing roles and governance, with read-only access to the table or view the customer selects.

Can an AI agent run the analysis?

Yes. FactorPrism exposes a callable stored procedure and an agent skill for workflows such as Snowflake Cortex Code.

Snowflake Native App

Sales dropped. The answer is in Snowflake.

Find out what’s driving changes in your data—automatically. FactorPrism analyzes the dimensions together and shows how much each factor contributed inside your Snowflake account.

Request a guided evaluation Watch the product demo

Where manual investigation gets stuck

Stop guessing the next cut.

When region, product, channel, and customer views point in different directions, FactorPrism searches them together. The result is a measured Finding the team can inspect, revisit, and monitor.

The factors behind the change Open a Finding and begin with the movement, the factors behind it, and the business locations that matter most.

Intersections kept visible Follow each contribution across dimensions and their intersections so a localized factor appears where it actually acts.

A plan for what comes next Move from the strongest evidence into a focused Investigation Plan instead of starting the next round of analysis from a blank page.

Your data never leaves Snowflake Runs in-account as a Native App with SELECT-only access to one table or view. The AI-written narrative runs through Snowflake Cortex under your existing roles and governance.

Once you have the answer

Investigate in the app. Automate when you are ready.

Use a Finding when people need to review the evidence and decide what to investigate next. Use the API when the same question should run from SQL, Snowflake tasks, pipelines, or approved agent workflows.

FactorPrism Finding with a share-ready metric update, strongest factor, investigation next step, and ranked factor evidence

Bring the number your team is still debating

Start with a 30-minute guided evaluation using a sanitized extract, representative sample, or a Snowflake table or view you choose. See which factors FactorPrism surfaces automatically.

Request a guided evaluation Open the Marketplace listing