PadPulse
PadPulse is a mobile app (with optional web dashboard) that helps drivers and small shops document brake and suspension wear with repeatable photo workflows. Users follow guided capture steps (wheel-on and wheel-off templates, lighting prompts, reference markers) and get measurements, confidence scoring, and a simple “monitor vs. service now” recommendation. It generates a shareable report with photos, timestamps, mileage, and notes—useful for second opinions, warranty claims, and avoiding upsell arguments. This is a combination traditional + AI app: AI is used only for visual detection/measurement and anomaly flags, while the app stays conservative when confidence is low. Realistically, it won’t replace a mechanic; it reduces uncertainty and creates evidence. Monetization: consumer subscription for history/reports and a shop plan for multi-vehicle management and branded reports.