GavelFi
Every launch milestone gets a prediction market seeded by an AI analyst — a live credibility score for token projects, with team unlocks gated on verified outcomes.
Crypto token launches have a credibility problem: creators make roadmap promises with no mechanism to price, verify, or hold anyone accountable for whether those promises are kept — leaving participants to rely on “vibes” rather than evidence.
The solution
GavelFi pairs every launch milestone with a binary prediction market seeded by an AI analyst’s probability estimate, so the blended market price becomes a live, continuously updated credibility score for a project before anyone commits funds. Milestones resolve either automatically via machine-checkable criteria (Tier A) or via an AI-proposed verdict subject to a bonded dispute window and a human multisig backstop (Tier B). Team token allocations unlock only on confirmed outcomes, and the AI’s own track record is scored (Brier score) on a public calibration leaderboard.
Built on Stellar
Built with a ChainAdapter seam so a SorobanChainAdapter drops in to move settlement onto Stellar
without touching domain logic — a path to bring milestone escrow, bonded oracle disputes, and
credibility markets to Soroban as a novel, real-utility use case.