Autonomous AI agent that detects, analyzes, and manages recurring subscriptions across Web2 and Web3. Uses deterministic confidence scoring and AI-generated insights to surface cancellation and optimization recommendations. Operates under user-defined ERC-8004 permission scopes on Celo.