AI satellite analysis achieves 96% accuracy in determining roof suitability by analyzing orientation, tilt, shading patterns, and available space. The system processes high-resolution imagery to identify obstacles like chimneys, vents, and trees, providing measurements within 2% of manual site surveys while eliminating initial site visit costs.

Yes, AI maintains updated databases of utility rates including time-of-use, tiered, and demand charges across all major U.S. markets. The system models seasonal variations, rate escalations, and net metering policies to provide 94% accurate savings projections validated against actual customer bills post-installation.

AI uses 3D modeling to simulate sun paths throughout the year, accounting for nearby trees, buildings, and terrain features. The system calculates hourly shading impacts on different roof sections, optimizing panel placement and predicting performance with seasonal accuracy that matches professional shade analysis tools.

AI evaluates credit scores, debt-to-income ratios, home equity levels, and cash availability for different financing options. The system pre-qualifies homeowners for solar loans, leases, and cash purchases while identifying optimal financing structures based on tax situation and long-term financial goals.

AI generates comprehensive solar proposals within 5 minutes, including system design, energy production estimates, financial projections, and incentive calculations. Proposals include professional visualizations, 25-year savings analysis, and multiple financing scenarios, enabling same-call closes for qualified prospects.