AI Quote Intake for Business Customers
How AI improves business customer quote requests with site intake, measurements, photos, label review, quote approval, and invoice status.

AI in quote intake
Business customers can submit better quote requests when site, contact, component, machine, photo, label, and measurement details are captured together.
Photo and label review
AI can help extract machine IDs, part number candidates, visible context, and confidence signals from customer-submitted photos while still routing uncertain results to estimator review.
Approval and invoice continuity
Once a quote is prepared, the customer needs approval controls and invoice status in the same workspace that holds the original measurement packet.
Direct answers
How does AI help business quote intake?
AI helps structure site data, photos, labels, measurements, and scope notes into a cleaner quote packet for estimator review.
Can AI send a quote without review?
Fieldaira is designed for review gates. Low-confidence extraction, BOM ambiguity, and pricing exceptions should require estimator review before customer approval.
