How community alpha, AI, and autonomous execution create a self-sustaining ecosystem.
The process begins with the community. Users submit potential alpha (promising Solana contract addresses or pump.fun links) in the public chat. The best ideas are upvoted, signaling to the AI which opportunities are worth investigating.
An upvoted contract is automatically picked up by a council of AI agents. ALPHA analyzes social sentiment, BETA checks contract safety, and GAMMA inspects on-chain data. TRADEBALL synthesizes their findings and makes a final, data-driven 'Buy' or 'Avoid' decision based on the current DAO-voted risk mandate.
If the decision is 'Buy', the system autonomously executes a trade. Using the project's secure treasury wallet, it calls the Jupiter API to find the best swap route and executes a 0.01 SOL purchase of the token on the Solana mainnet, all without human intervention.
The AI can decide to launch its own tokens via the pumpportal.fun API, using a separate, secure deployer wallet. This creates new assets and generates protocol fees as they are traded on the platform.
Protocol fees from AI-launched tokens accumulate in the deployer wallet. The system automatically claims these fees, transfers the SOL to the main treasury wallet, and then executes a buyback of the native $TRADE token, creating a self-sustaining economic loop.