> ## Documentation Index
> Fetch the complete documentation index at: https://docs.qwedai.tech/llms.txt
> Use this file to discover all available pages before exploring further.

# QWED Finance: deterministic verification for financial AI

> QWED Finance documentation has moved to finance.qwedai.tech: 11 verification guards, receipts, integrations, and a GitHub Action for financial AI.

<Note>
  The QWED Finance documentation now lives on its own site: **[finance.qwedai.tech](https://finance.qwedai.tech)**. Links to the old `/finance/...` pages on this site redirect there automatically.
</Note>

**QWED Finance** verifies what financial AI agents produce before your system acts on it. NPV and IRR claims, AML and KYC decisions, ISO 20022 and SWIFT messages, SQL queries, bond, FX, and risk metrics, and trading orders are recomputed or checked deterministically, and inputs that cannot be checked fail closed.

The current release is **v3.0.1** (`pip install qwed-finance`, `npm install @qwed-ai/finance`).

<CardGroup cols={2}>
  <Card title="Introduction" icon="shield-check" href="https://finance.qwedai.tech/introduction">
    What QWED Finance does and what changed in v3.0.x.
  </Card>

  <Card title="Quickstart" icon="rocket" href="https://finance.qwedai.tech/quickstart">
    Install the package and verify your first calculation in Python or Node.js.
  </Card>

  <Card title="The 11 guards" icon="shield" href="https://finance.qwedai.tech/finance/guards">
    Compliance, Calendar, Derivatives, Message, ISO, Query, Cross, Bond, FX, Risk, and Trading.
  </Card>

  <Card title="GitHub Action" icon="github" href="https://finance.qwedai.tech/finance/action">
    Verify financial calculations and scan data files in CI.
  </Card>
</CardGroup>


## Related topics

- [QWED: deterministic verification for LLMs and AI agents](/intro.md)
- [QWED Legal: deterministic verification guards for legal AI](/legal/overview.md)
- [QWED A2A verification interceptor pipeline and verdicts](/a2a/interceptor.md)
- [QWED Protocol: deterministic verification for LLMs](/whitepaper.md)
- [QWED Tax: tax verification for AI agents](/tax/overview.md)


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