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:

• Detection of 17 refrigeration fault types
• 16 out of 17 fault types achieve >85% accuracy
• Perfect detection of liquid slugging, low refrigerant, oil logging
• 3-stage progressive fine-tuning approach
• Real-time refrigeration diagnostics

BOREAS specializes in refrigeration system analysis within the Nexus BMS Neural Network Suite, providing critical insights for optimal cooling performance and preventive maintenance.