Homeowners fire and product defect claims carry an average missed recovery of $42,000 per claim, ahead of commercial property and water losses ($28,500) and personal auto collision ($8,400). Water losses are the more frequent of the two. Both are won or lost in the first days, when mitigation crews discard failed supply lines and debris haulers clear fire scenes.
Ishqkala Real-Time FNOL Triggers read first notice and early diary notes for origin language, product names, recent installations and contractor visits, and alert the adjuster to hold the evidence. The Closed-Claim Sweeper applies the same reasoning to closed files where the part was retained or the scene documented, and matches models against CPSC recall data.