> For the complete documentation index, see [llms.txt](https://quackai.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://quackai.gitbook.io/docs/rwa-integration-layer/crosschaininfra.md).

# On-Chain Audit Pipelines

#### Overview

Auditability is the main bridge between Web3 and traditional finance.\
Quack AI’s On-Chain Audit Pipeline collects data from Governance Intelligence, Q402 Execution, and RWA Integration to produce tamper-proof, machine-readable audit records.

#### Pipeline Structure

<details>

<summary><strong>Transaction Logs</strong></summary>

Input: Q402 Registry\
Purpose: Capture signatures, hashes, and status

</details>

<details>

<summary><strong>Policy Reports</strong></summary>

Input: Policy Engine\
Purpose: Record limits and rule evaluations

</details>

<details>

<summary><strong>Compliance Data</strong></summary>

Input: KYC and jurisdiction modules\
Purpose: Verify participant eligibility

</details>

<details>

<summary><strong>Asset Feeds</strong></summary>

Input: NAV and PoR oracles\
Purpose: Synchronize financial proofs

</details>

<details>

<summary><strong>Analytics Layer</strong></summary>

Input: AI models\
Purpose: Detect anomalies or policy violations

</details>

#### Audit Generation Process

1. Data Ingestion – All on-chain and off-chain sources stream into the audit node.
2. Normalization – Entries are structured into standard fields for reporting.
3. Verification – Cross-check signatures and nonces for authenticity.
4. Compression & Storage – Final logs stored on-chain or IPFS.
5. Access Control – Regulators or partners can query specific records via API.

#### Compliance Outputs

<details>

<summary><strong>Activity Summary</strong></summary>

Frequency: Daily or on-demand\
Contents: Transactions, actors, value

</details>

<details>

<summary><strong>Policy Compliance Report</strong></summary>

Frequency: Weekly\
Contents: Violations and resolutions

</details>

<details>

<summary><strong>Reserve Reconciliation</strong></summary>

Frequency: Monthly\
Contents: NAV vs PoR verification

</details>

<details>

<summary><strong>Regulatory Package</strong></summary>

Frequency: Quarterly\
Contents: Export-ready audit bundle

</details>

#### Benefits

* Continuous audit instead of post-event review.
* Immutable logs with verifiable signatures.
* Reduces external audit cost and time.
* Provides transparent data for partners and regulators.

The On-Chain Audit Pipeline turns Quack AI into a living ledger of proof, where each action is self-documenting and trust requires no intermediaries.