# How Affirm uses Sigma

As published on [sigmacomputing.com](https://www.sigmacomputing.com/customers/affirm-compensation-data-app-sigma), September 2025. Captured by usedby on 2026-11-14.

- Company: [Affirm](https://www.usedby.ai/companies/affirm.md)
- Tool: [Sigma](https://www.usedby.ai/tools/sigma.md)
- Industry: [Fintech & Payments](https://www.usedby.ai/companies/industry/fintech-payments.md)
- Teams: Compensation

## The use case: how Affirm deploys Sigma

Affirm's compensation team rebuilt its compensation review workflow as interactive data applications in Sigma, including a Compensation Audit app with budget tracking and a built-in comment and sign-off approval history, and an Executive Budget Tracker app linked to the data warehouse for real-time budget updates.

Summary written by usedby from the source page, in English. The figures are those of Sigma and Affirm, not ours.

> Josh then extended the same principles to Affirm’s leadership team, building an Executive Budget Tracker data app in Sigma.

> The custom-built comment and sign-off history transformed a business intelligence tool into an active approval system. This innovative use directly improved accountability and auditability, creating a clear, easily accessible record for every compensation decision.
>
> Josh Cho, Compensation Analyst at Affirm

Source: [sigmacomputing.com](https://www.sigmacomputing.com/customers/affirm-compensation-data-app-sigma), captured 2026-11-14.

## Other AI tools used by Affirm

- [Customer.io](https://www.usedby.ai/tools/customer-io.md) — Observed
- [Decagon](https://www.usedby.ai/tools/decagon.md) — Observed
- [Endor Labs](https://www.usedby.ai/tools/endor-labs.md) — Observed
- [Metaview](https://www.usedby.ai/tools/metaview.md) — Observed
- [AWS Bedrock](https://www.usedby.ai/tools/aws-bedrock.md) — Signal
- [Claude](https://www.usedby.ai/tools/claude.md) — Signal

## Other companies using Sigma

- [Armstrong Transport Group](https://www.usedby.ai/companies/armstrong-transport-group.md) — Confirmed
- [Bilt](https://www.usedby.ai/companies/bilt-biltrewards-com.md) — Confirmed
- [Blackstone](https://www.usedby.ai/companies/blackstone.md) — Confirmed
- [Clay](https://www.usedby.ai/companies/clay.md) — Confirmed
- [Conagra Brands](https://www.usedby.ai/companies/conagra-brands.md) — Confirmed
- [Crexi](https://www.usedby.ai/companies/crexi.md) — Confirmed

## What usedby checked

We compared the story with its live page on 2026-11-14.

- Checked: the passage quoted above is copied word for word from the page, near the name of Affirm.
- Checked: the publication date is read from the page’s own metadata, never guessed.
- Checked: Affirm uses Sigma. Confirmed line. Latest check across sources: 2026-11-14.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/affirm-sigma · How we check: https://www.usedby.ai/methodology