Quote Genie.

Tradespeople type or speak a job in plain English and get a priced, customer-ready quote in seconds. A small fine-tuned model turns messy trade language into structured jobs; everything to do with money is deterministic rules, and prices freeze when a quote is saved so invoices never re-price.

• Fine-tuned Flan-T5 running in-process through ONNX, no GPU or external AI API
• Training data generated from correct labels first, so it is right by construction
• Trader corrections feed a curated retraining loop
• Quotes become invoices and receipts with PDF output; built and shipped in a week