Problem Statement
Crypto moves at machine speed but most participants trade at human lag. Edge decays in minutes; narratives rotate in hours; liquidity fragments across chains, venues, and wrapped assets. Retail traders and emerging funds face five recurring pain points:
Signal Quality Dilution – Telegram alpha groups spam low‑conviction calls without position parameters; no risk framework; survivorship bias rules.
Latency & Fragmentation – Price triggers, whale flows, perp funding, and social velocity live in silos; by the time data is manually reconciled, the move is gone.
Opaqueness of Strategy Products – Copy trade bots & DeFi vaults often mask allocation logic; PnL reporting is delayed or unaudited.
Misaligned Incentives – Subscription models reward selling signals, not signal performance. Funds charge fees regardless of net returns.
Community Alpha Leakage – Creators surface early narratives but capture little downstream financial upside once the trade institutionalizes.
Opportunity: Fuse creator‑discovered narratives with machine‑read market structure analytics; auto‑translate into executable strategy objects; route value back to data contributors and capital participants via tokenized governance and fee flow.
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