3.2 Role-Based Governance Matrix

Quack AI equips each stakeholder group with tailored solutions to enhance participation, transparency, and intelligent decision-making.

Stakeholder	Problem	Solution	Key Quack AI Features
Community Users	Technical friction in participation and poor engagement	Intuitive UX with AI delegation, decision support, and personalized dashboards	Manual + Delegated Voting, AI Voting Agents (Agora, Sentinel), SBT-weighted voting, Personalized Governance Dashboard
	Poor understanding of proposals	AI-generated summaries and simulated outcomes to guide smarter voting	Proposal Scenario Simulator, Sentiment Analysis, Voting History & Rewards Tracker
	Governance centralization	Dynamic weight adjustment based on participation and staking	Adaptive Voting Power Logic
Proposal Creators	Low-quality, unimpactful proposals	AI validates proposals pre-submission for feasibility and alignment	AI Feasibility Analysis, Impact Reports, Proposal Generation Tools
	Inefficient cross-chain deployment	Streamlined, multi-chain proposal publishing	Multi-/Single-Chain Deployment Engine
	Uncertainty around proposal success	Predictive outcome simulations using real data	Real-Time Simulation Engine
Project Owners	Difficulty launching governance systems	Plug-and-play governance with zero custom dev	No-Code Governance Setup, Template Library
	Disconnect with community signals	AI interprets sentiment and usage to guide project evolution	Continuous Sentiment & Trend Monitoring
	Scaling issues across ecosystems	Modular design supports expansion and cross-chain compatibility	Multi-Chain Support Architecture
Developers	Complex integration of governance tools	Low-code portal and open plugin system	Developer Portal, Plugin Marketplace, Sandbox Testing Environment
	Lack of analytics for DAO performance	Big-data tools for custom visualization and metrics	Data Dashboards & API Suite
Security Auditors	Governance abuse and risk detection	Real-time anomaly alerts and contract scanning	Governance Risk Alerts, Sentiment Monitoring, Compliance Scanner
Institutions & Regulators	Lack of compliance-ready infrastructure	Role-based permissions, KYC-ready frameworks	Audit Trail Generator, Regulator View Access, Governance Role Configurator