The breakthrough AI that finds the simplest truth hidden in complex data.
When your metrics change, there are always multiple possible explanations. The hard part isn't finding correlations—it's figuring out which factors are actually responsible.
Every data point belongs to multiple groups simultaneously. A sale in "East Region" is also part of "All Regions," making it impossible to cleanly separate causes.
Your product is part of the market. If you drove growth, traditional methods count it twice—once as "market" and once as "your product."
When sales of Jewelry in the South region double, it could be explained by any of these factors:
The challenge: South-Jewelry belongs to all of these groups simultaneously. Traditional analytics can't disentangle which factor is actually responsible.
FactorPrism® uses a proprietary analytics engine to examine relevant business dimensions together, locate where each movement acted, and quantify each factor's contribution at the right level of the hierarchy.
The result is a complete Finding: measured factors, supporting evidence, and focused next investigations. Contributions reconcile to the reported change, so the explanation is clear, reviewable, and ready for action.
Measured contributions come first. FactorPrism calculates where the movement occurred and how much each factor contributed before AI helps explain the result.
Relevant intersections stay visible. A factor can live at the level of a region, product, customer segment, or a meaningful combination, without counting the same movement multiple times.
Every Finding is reviewable. Users can move from the headline to factor evidence, timelines, comparisons, prior runs, and an Investigation Plan tied to the measured result.
This approach solves problems that traditional analytics fundamentally cannot.
Credit goes to the right level of the hierarchy
Every effect attributed once—the factors reconcile to your total
Prefers fewer, more powerful explanations
Works with thousands of factors
Consider a retailer whose revenue grew 12% year-over-year. Was the lift company-wide, or did specific regions account for it? Here is how traditional analysis and FactorPrism® diverge.
FactorPrism® goes beyond correlation. Its proprietary analytics engine locates the factors behind a metric movement, quantifies their contributions, and connects the result to evidence and practical next investigations.
Try FactorPrism® free on Snowflake Marketplace and see what's really driving your business metrics.
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