FactorPrism®

FactorPrism® for desktop

Visual driver analysis in your browser, plus a scriptable command line — one app, on Windows, macOS, or Linux. Everything runs locally; your data never leaves your machine.

FactorPrism® 3.0

FactorPrism® analyzes your time-series data across category hierarchies (product, geography, channel, …) and pinpoints where in your data each cause is located — whether a broad-based force moving everything or a localized cause specific to one segment or cross-dimension intersection. Run FactorPrism ui and your browser opens with a full visual experience — guided setup, interactive findings, and shareable reports — while the same app remains fully scriptable from the command line.

FactorPrism® results: contribution waterfall, gains and declines, and factor cards ranked by contribution to the change
Results at a glance: how the change adds up, what lifted it and what pulled it down, and factors ranked by how much they contributed to the change — with pattern badges like step change, building, and one-time spike.
FactorPrism® setup: load a CSV, choose columns, define hierarchies, select the analysis window on a chart
Guided setup: load a CSV, confirm the auto-detected columns, define your hierarchies, and drag-select the analysis window.
FactorPrism® details view: drill into categories and segments with factors split into broad-based and localized
Drill down: inspect any category or segment and see exactly which factors are located there, separated into broad-based forces (affecting everything) and localized causes (specific to that segment or intersection).

Request access

The FactorPrism® desktop app is provided on request, together with your license file, for both free trials and paid licenses. Tell us your platform (Windows, macOS, or Linux) and we'll send your download link and .fplic license by email — usually the same business day.

Request the desktop app

Already on Snowflake? FactorPrism® also installs in one click from the Snowflake Marketplace — no download required.

How licensing works

Running an analysis requires a FactorPrism® license file (.fplic), delivered by email with your download. Place the file in the same folder as the application (the License page in the app can install it for you). You can check your license status any time with FactorPrism license.

Getting started

Every build includes a README with full instructions. The short version:

Prefer the command line? FactorPrism init, validate, and run work exactly as before.

First run on macOS / Linux

After unzipping, make the program executable: chmod +x FactorPrism. On macOS, also clear the download quarantine (xattr -d com.apple.quarantine FactorPrism) or approve the app under System Settings → Privacy & Security. The macOS build is code-signed with our Apple Developer ID and notarized by Apple.

Built for automation

Stable exit codes, --json structured output, and CSV streaming to standard output make FactorPrism® easy to drive from scripts, CI pipelines, and AI agents.

Request access