📉 The Problem: The High Cost of Clean Data For AI companies, data preparation is the single biggest bottleneck. The Cost Crisis: Centralized services like Scale AI charge massive markups (500%+) to cover corporate overhead. The Blockchain Barrier: Previous decentralized attempts failed because Gas Fees (on ETH/SOL) destroy unit economics. A company cannot efficiently pay $0.01 per label if the transaction fee is $0.05. 🚀 The Solution: Aigarth DataLabel Aigarth DataLabel is a B2B Data Marketplace built on Qubic that allows AI companies to crowdsource data verification at a fraction of the market rate. By leveraging Qubic’s feeless infrastructure, companies pay directly for results, not overhead or gas taxes. ⚡ Value Proposition for Companies 90% Cost Reduction: Because Qubic has zero transaction fees, companies pay only the worker's wage. Automated Quality Control: Our custom C++ Smart Contract enforces a "Rule of 3" consensus mechanism. A label is only accepted (and paid for) when multiple independent workers agree, guaranteeing high-accuracy datasets without manual oversight. Instant Scale: Companies can upload a dataset and tap into a global pool of verifiers immediately. Qubic handles the instant micropayments, removing payroll friction. Aigarth-Ready: We are optimized to generate Trinary Logic (-1, 0, 1) data, specifically positioning client companies to leverage the upcoming Aigarth ecosystem. 🛠 Tech Stack Core: Qubic Smart Contract (QPI) for trustless consensus and payout logic. Frontend: Next.js + Three.js "Corporate Terminal" interface. Integration: Qubic TypeScript Library for real-time batch processing. We are building the Scale AI of the decentralized web- feeless, fast, and enterprise-ready.
Category tags: