Risk Management

Weather Data Economy, AI & DePIN

Risk and Response Strategies

• Sensor malfunction/quality deviation: Centralized operation, regular calibration, replacement policy, quality score reflection • Data manipulation attempts: Signature/hash anchoring, cross-verification, staking/slashing, outlier detection • Network failure/disaster: Solar power/battery backup, multiple communication channels, gateway redundancy • Regulatory risk (financial): Phased rollout, partnership/license-based approach, KYC/AML compliance • Insufficient demand: Industry-specific products, public/private collaboration, developer ecosystem/SDK expansion