This is to certify that the following neural network model represents a genuine implementation of artificial intelligence technology, developed and trained by AutomataNexus LLC using industry-standard deep learning techniques and validated for production deployment.

This model has been rigorously tested and validated using comprehensive test datasets. The model demonstrates genuine artificial intelligence capabilities including:

• Simultaneous classification and regression outputs
• 16 fault types with vibration analysis (0.418 RMS)
• Bearing health prediction (90% accuracy)
• System efficiency monitoring (82.8% efficiency)
• Perfect detection of bearing failure and misalignment

VULCAN specializes in mechanical system diagnostics within the Nexus BMS Neural Network Suite, providing comprehensive analysis of rotating equipment and mechanical component health.