Tabula: The DAO Intelligence Hub

Intuitive, impactful, and actually autonomous.

Tabula is an AI-powered governance hub on Base that transforms raw DAO data into actionable insights, enabling seamless participation, intelligent delegation, and informed decision-making.

Index

1. Overview
2. Core Features
3. User Flow
4. Agent Architecture
5. Advanced Features
6. Technical Architecture
7. Deployments
8. Development Status
9. Contact

Annex

Demo | Prototype App | Slide Deck | Contribution Guide | Design Files + Figma | UI Mockups | Local Testing Guide

1. Overview

In the complex world of Decentralized Autonomous Organizations (DAOs), participants face several critical challenges:

• Information Overload: Navigating through multiple DAOs and their numerous proposals can be overwhelming.
• Complex Proposal Analysis: Understanding the implications of various proposals requires significant effort.
• Time-Consuming Participation: Active involvement in governance processes demands substantial time and attention (usually not directly compensated).
• Fragmented Tools and Data: The lack of unified platform leads to inefficiencies and missed opportunities.

TABULA addresses these challenges by providing an intelligent, unified dashboard that transforms how users engage with DAOs. With our approach, we transmute raw governance data into clear, actionable insights.

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2. Core Features

Intelligent Dashboard

1. Comprehensive Delegation Overview: Gain a holistic view of your DAO delegations and discover potential opportunities.
2. Governance Health Metrics: Monitor participation rates and overall governance health.
3. Event Timelines: Visualize upcoming governance events with intuitive timelines.
4. Delegation Impact Tracking: Assess the influence of your delegations over time.
5. DAO Performance Comparison: Compare and analyze the performance of different DAOs.

Smart Updates Hub

1. Priority-Based Notifications: Receive updates categorized as Urgent, Important, or FYI.
2. AI-Curated Summaries: Access synthesized information on DAO proposals, treasury updates, and governance changes.
3. Impact Analysis: Understand the potential effects of major governance decisions.
4. Social Sentiment Tracking: Stay informed about community discussions and sentiments.
5. Custom Notifications: Set up alerts for critical updates tailored to your interests.

Governance Assistant (AI-Powered Chat)

1. Proposal Impact Analysis: Break down the implications of specific proposals.
2. Governance Simulation: Explore potential outcomes if a proposal passes.
3. Delegate Assistance: Receive synthesized information on existing DAO delegates, complete with performance scores, to make informed delegation decisions.
4. Treasury Visualization: View detailed allocations of DAO treasuries.
5. Direct Action Integration: Execute votes and delegations seamlessly through the chat interface.
6. ELI5 Mode: Get simplified explanations for complex proposals.

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3. User Flow

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4. Agent Architecture

Tally Agent (Data & Analytics)

1. Architecture:

• Framework: AgentKit with Tally API integration
• Core Function: Governance data retrieval and analytics

2. Key Components:

• TallyClient: Handles GraphQL queries to Tally API
• Analytics Engine: Processes DAO data
• Response Formatter: Structures data for frontend

3. Capabilities:

• Fetch proposal data
• Analyze delegate performance
• Track treasury movements
• Monitor governance activity

Alchemist Chatbot Agent (User Interaction)

1. Architecture:

• Framework: AgentKit + LangChain + Autonome deployment
• Core Function: Natural language DAO interaction

2. Components:

• LLM Integration: GPT-4 for natural language processing
• CDP Toolkit: For on-chain capabilities
• Intent Classifier: Understands user requests
• Action Generator: Prepares transaction parameters

3. Capabilities:

• Natural language DAO interactions
• Proposal explanations (ELI5)
• Transaction preparation
• Delegation guidance

LLM Updates Curator Agent (Content)

1. Architecture:

• Framework: AgentKit + LangChain for content generation
• Core Function: Curate and prioritize DAO updates

2. Components:

• Update Analyzer: Assesses update importance
• Content Generator: Creates summaries
• Priority Engine: Ranks updates
• Category Classifier: Tags content type

3. Capabilities:

• Analyze proposal impacts
• Generate summaries
• Prioritize updates (urgent/important/fyi)
• Create action recommendations

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5. Advanced Features

Delegate-to-User Matchmaking

1. Delegate Analysis: Utilize the Tally API to examine delegate voting histories and statements.
2. Profiles: Fetch delegate profiles and match them with user preferences.
3. Recommendation System: Suggest delegates based on:

• Voting history alignment
• Activity levels
• Governance philosophy
• Domain expertise

Post-Execution Transaction Tracking

1. Automatic Monitoring: Keep track of proposal executions automatically.
2. Impact Analysis: Evaluate the effects of implemented proposals.
3. Treasury Movement Tracking: Monitor treasury changes following proposal execution.
4. AI-Generated Reports: Compare intended outcomes with actual results through detailed reports.

Aggregation and Context Focusing

1. AI-Curated Summaries: Access synthesized governance discussions.
2. Key Decision Highlights: Identify and focus on crucial decision points.
3. Proposal Pattern Tracking: Observe trends and patterns in proposals.
4. Historical Context Provision: Gain background information to better understand current proposals.

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6. Technical Architecture

• Base: Network of choice for deployment.
• Tally API: Integrates core DAO data seamlessly.
• LangChain: Serves as the agent framework.
• AgentKit: Facilitates AI-powered governance interactions.
• OnchainKit / Smart Wallet: Provides a seamless frontend experience.
• Autonome: Deploys advanced AI capabilities.
• OneSec: Ensures secure DApp deployment.

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7. Deployments

1. Autonome deployment
2. OneSec deployment

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8. Development Status

This project has been built for ETHGlobal Agentic Hackathon 2025. Further development envisioned is additional review and optimization, audit, exploring deployment across the Superchain and beyond!

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9. Contact

Email: jensei.eth@protonmail.com / razvan.mihailescu1996@gmail.com

Twitter: jensei_ / magentoooo