Traditional core logging relies on manual observation, high labor costs, slow batch processing, and poor data consistency block timely production links. We provide end-to-end AI system solutions. Custom hardware captures high-res core images, which we correct and analyze via dedicated lithology-classification and fracture-detection models. We deliver structured logs including RQD/RMR/Q values and fracture angle/aperture data, support real-time visualizations in ≤2 hours per batch, with ≥95% accuracy. The structured data seamlessly connects to mining design software (e.g., RQD values for stope support design), eliminating rework. We cut labor costs by **40%+** vs. manual workflows and avoid high license fees of other tools—while ensuring consistent, auditable results for geological decision-making.