MANTRA X Quack AI: Automating Governance at Scale
October 2, 2025

Quack AI, the AI native governance layer built for tokenized ecosystems, is officially live on MANTRA’s EVM mainnet. This milestone marks a significant step toward automating governance across DAOs, DeFi protocols, and RWAs at scale.
In today’s tokenized economy, governance has become increasingly complex. Protocols and issuers must manage disclosures, compliance, investor communications, and onchain voting with precision. Traditional approaches reliant on PDFs, manual coordination, and fragmented dashboards fall short of what institutional adoption requires. Quack AI was designed to address these gaps, embedding automation and auditability into every stage of the governance process.
Why Quack AI?
Unlike governance tools that only handle voting, Quack AI functions as a complete governance infrastructure. It ingests raw disclosures, generates structured proposals, analyzes risks, and executes votes across multiple chains, all powered by modular AI agents.
• AI Governance Engine: Automates proposal drafting, risk scoring, and multi chain execution
• Modular Agent Layer: Users can delegate to AI agents for smarter, faster governance, but remain in full control at all times. The agents assist without replacing human decisions.
• RWA Grade Compliance: Real time NAV updates, automated proposals, and verifiable vote trails aligned with institutional standards
• Developer Stack: SDKs and APIs for issuers, custodians, and governance app developers
Governance for Real World Assets and Beyond
The next wave of tokenization, including treasuries, bonds, real estate, and equities, requires governance infrastructure that is both automated and regulator ready. Every NAV update, redemption queue, or maturity extension must be processed quickly, transparently, and in compliance with encoded rulesets.
Quack AI transforms these raw disclosures into structured, auditable, and actionable governance flows. For example, instead of emailing investors a PDF about a fund extension, issuers can create a Quack proposal: “Approve extension of Fund X maturity to June 2026. Options: Approve / Reject.” This ensures clarity, accountability, and onchain execution without the inefficiencies of manual workflows.
At the same time, Quack AI addresses investor blind spots through continuous AI driven risk monitoring. It tracks NAV volatility, redemption queues, proof of reserve freshness, and other key indicators. When anomalies arise, AI agents automatically draft proposals and surface risk alerts, turning governance into a living process rather than static quarterly updates.
Notably, Quack AI is not fully autonomous - it is built to support humans, not replace them. AI agents assist with risk monitoring, proposal generation, and vote execution but users always remain in control. Delegation is optional, but intervention is possible - a beneficial integration given the scale and economic value of many RWAs.
Every governance action on Quack AI is also checked against encoded compliance rules, ensuring alignment with KYC, AML, and jurisdictional restrictions. Each proposal, vote, and outcome is immutably logged and exportable, creating a compliance ready governance ledger for issuers, custodians, and regulators.
From shareholder registries to notarized agreements, much of governance still begins offchain. Quack AI anchors these offchain facts into onchain workflows, ensuring real world trust is fully integrated with digital governance.
By going live on MANTRA’s EVM mainnet, Quack AI introduces a critical missing layer to the tokenization stack. DeFi protocols gain a faster, more transparent way to govern. RWA issuers gain automation and compliance guardrails. Investors gain real time visibility and confidence.
With Quack AI, governance becomes proactive, automated, and audit ready, paving the way for institutional adoption of tokenized assets.
Quack AI’s governance infrastructure is now live on MANTRA.
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