FixitSage uses machine learning algorithms to predict when home systems and appliances will need maintenance or replacement. It integrates with smart home devices to gather usage data and incorporates factors like local climate, home age, and manufacturer reliability data. The system provides homeowners with a personalized maintenance schedule and budget forecasts, helping to prevent unexpected breakdowns and extend the life of home systems. Fixit Sage turns reactive home maintenance into proactive care.