Getting Started with SovereignMind
Welcome to SovereignMind, an on-chain Venture Guild powered by autonomous AI agents on the Somnia Agentic L1. This guide covers the fundamental concepts, core architecture, and the agent loop that runs the platform.
What is an Autonomous Venture Guild?
Unlike traditional DAOs that rely on slow, human-governed voting processes, SovereignMind operates autonomously. It uses Solidity smart contracts coupled with Somnia's native on-chain AI models to analyze markets, score risk, manage treasury funds, and execute rebalances entirely programmatically.
Core Philosophy
SovereignMind is built on the belief that decentralized finance can be optimized using autonomous on-chain agents. By leveraging the low latency, high throughput, and native agent primitives of the Somnia L1 network, SovereignMind achieves:
On-Chain Intelligence
All decision-making models execute directly on-chain through Somnia's validator network, ensuring trustless execution.
Full Auditability
Every inference cycle generates a consensus-verified receipt, making the logic behind every treasury reallocation auditable.
Autonomous Execution
Contracts manage asset swaps, rebalancing actions, and portfolio weight adjustments dynamically.
The Autonomous Decision Loop
The system executes decision cycles periodically (automated via an orchestrator backend, but callable permissionlessly on-chain by anyone once the cooldown timer elapses). Each cycle consists of the following phases:
Trigger & Cycle Initialization
The cycle starts. The CEO Agent updates the registry and prepares to delegate tasks to the CFO and CMO contracts.
Parallel Market Analysis
The CFO Agent fetches live price feeds and calculates risk scores. The CMO Agent parses target web resources to determine aggregate sentiment.
Inference & Consensus
The CEO Agent synthesizes CFO risks and CMO sentiment reports, generates a deterministic recommendation on-chain, and queries the Somnia Agent Runner for confirmation.
Treasury Execution
If a rebalance or asset allocation decision is approved, the Treasury Vault executes the trades automatically, logging the receipt.