🔎HashDoc System

HashDoc is OREON’s real-time diagnostic system that detects and assesses underutilized hashrate across mining farms.

🚀Core Features:

• Real-time Data Collection: HashDoc connects to mining farms through two channels: ▪ On-chain smart node sensors ▪ Backend APIs from mining pool and device management platforms This dual-feed system ensures up-to-the-minute performance metrics across thousands of mining devices.

• AI-based Hashrate Diagnosis: Using machine learning models like XGBoost and LightGBM, HashDoc analyzes patterns in hashrate performance, detects anomalies (e.g., low efficiency, throttled output), and predicts potential recovery. It doesn’t just collect data it interprets it with precision.

• Edge Anomaly Recovery: Once inefficiencies are flagged, HashDoc automatically triggers recovery protocols at the hardware or software edge layer adjusting parameters or isolating faulty devices to reclaim working power.

• Output Reconstruction Module: Recovered computing power is evaluated for its BTC output potential, normalized, and prepared for modular packaging.

HashDoc ensures that no hashpower goes to waste. It maximizes yield from existing infrastructure and initiates the journey from raw hashrate to tokenized income flow.