Disclaimer

AI outputs may be incorrect, incomplete, or outdated. Nothing in HabitMiles constitutes professional repair advice, safety certification, or a binding vehicle valuation. Always verify critical information with physical inspection, OEM service information, and licensed data providers.

Demo integrations (for example stub VIN decode or synthetic market indices) are labeled in-product; replace them with production-grade sources before customer-facing use.