AI Evaluation Notes

The prediction stated that roofing companies face the challenge of fronting costs for 3 to 6 months before receiving payment. This is a known characteristic of the roofing business model and based on a search, roofing contractors typically have to pay for materials and labor upfront, and wait for final payment from the customer or insurance company, which can take several months [cite: i].