# 2.2 For Developers

#### **Building with Quack AI’s AI Governance Tools & APIs**

Quack AI is not just a voting tool — it’s a **modular AI governance layer** that powers end-to-end decision automation, execution, and risk-aware coordination across chains.

Builders and developers can integrate Quack AI into their dApps, protocols, or ecosystems to unlock:

* **AI-generated proposal insights**
* **Delegated AI voting mechanisms**
* **Autonomous execution workflows**
* **Real-time governance analytics**
* **Onchain reward and treasury automation**

Already live across **40+ projects** and integrated with 10+ chains including **BNB Chain, Arbitrum, Metis, Ethereum, DuckChain, zkLink, Merlin**, and more — Quack AI is built to **scale across ecosystems**, not remain chain-specific.

> From DAOs to Layer 1s and Web3 startups, any team can plug into Quack AI to offload governance overhead and enable intelligent, tamper-resistant decision-making.

A full **developer-facing API suite** is in development to expose governance data, voting logs, proposal scoring, and AI models — enabling permissionless integration of Quack AI’s governance engine into external applications and dashboards.

#### **Developer Benefits & Access to AI Governance Insights**

**1. AI Governance Data APIs**

* Provides real-time access to proposal data, governance analytics, and AI-generated insights.
* Developers can monitor AI-driven governance trends, voting behavior, and decision rationales without modifying governance mechanisms.
* Supports cross-chain governance analytics, allowing external applications to track Quack AI governance trends across DuckChain, TON, Ethereum, and others.

**2. AI-Powered Governance Monitoring & Reporting**

* Developers can retrieve governance activity logs, proposal outcomes, and participation metrics through structured API calls.
* AI-generated governance sentiment analysis reports provide insights into community-driven governance dynamics.
* Governance trend prediction models enable external applications to forecast governance outcomes based on historical AI data.

**3. Smart Contract & Treasury Governance Analytics**

* Developers can access AI-optimized treasury management reports, analyzing how funding is allocated within the governance ecosystem.
* Governance-based token distribution and staking insights are available via governance tracking APIs.
* Automated governance compliance monitoring ensures that all decisions align with governance policies.

#### **Cross-Chain Governance & Future Integration Plans**

Quack AI is designed as a universal AI governance infrastructure, providing developers with real-time, cross-chain governance execution capabilities. While governance analytics are already multi-chain compatible, future iterations will introduce:

1. **AI governance SDKs** that allow dApps to integrate Quack AI’s automated decision execution beyond just analytics.
2. **Smart contract automation APIs** to enable DAOs to fully automate proposal processing, voting, and execution across multiple chains.
3. **AI-powered governance orchestration tools** that will facilitate multi-chain governance execution across Ethereum, TON, and beyond.

By integrating **Quack AI’s governance APIs and analytics tools**, developers can enhance **their applications with AI-driven governance intelligence**, all while ensuring Quack AI remains an **autonomous, scalable, and cross-chain-compatible governance protocol**.

<table data-header-hidden><thead><tr><th width="342"></th><th></th></tr></thead><tbody><tr><td><strong>Functionality</strong></td><td><strong>Developer Access</strong></td></tr><tr><td><strong>Governance Proposal Data</strong></td><td>Read-only API access to AI-evaluated governance proposals.</td></tr><tr><td><strong>Voting Activity Monitoring</strong></td><td>Real-time tracking of AI-powered voting execution.</td></tr><tr><td><strong>Treasury &#x26; Staking Reports</strong></td><td>AI-generated insights on fund allocations &#x26; staking participation.</td></tr><tr><td><strong>Governance Sentiment Analysis</strong></td><td>AI-driven community sentiment data &#x26; proposal prioritization.</td></tr></tbody></table>
