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AI & Estimate Disclaimer

Last updated: August 23, 2026

AI assistance is advisory only

AI-assisted features are limited to suggestions — for example, flagging line items without attached evidence or inconsistent labor rates. Suggestions may be incomplete or incorrect.

Human review is required

Every AI suggestion requires explicit review and acceptance by a qualified mechanic, estimator, appraiser, or repair professional before it affects any estimate. The software never silently alters an estimate.

Estimates are not guarantees

A repair estimate is a professional projection, not a fixed price or a promise of insurer approval. Final repair costs depend on inspection, teardown findings, parts availability, and insurer decisions.

Safety-critical operations

Scans, calibrations, structural repairs, and other safety-related operations must always follow OEM procedures and the judgment of qualified professionals.

Data sources

VIN decoding uses the public NHTSA vPIC database. Vehicle data may be incomplete for some vehicles; verify before relying on it.

AutoEstimate Pro provides professional estimating and documentation services. Every estimate is a professional projection, not a fixed price. Insurance approval and payout decisions are always made by the insurer and are never guaranteed.