Construction firms deploying this system typically target one number first: RFI response time. Whatever your current turnaround looks like, every day recovered from routing delays protects schedule and margin - price the change orders and labor inefficiency that late RFIs caused you last year, and that is the first line of the ROI case. We baseline your actual RFI cycle time during the audit rather than assume an industry number that may not match your contracts. The second line is safety: incident reports that reach the safety coordinator immediately instead of dying in a general queue mean OSHA documentation and corrective actions happen on time. The third is cash flow: billing inquiries that stop sitting in backlog shorten the AIA draw approval cycle.
ROI compounds over 12 months as the model learns your business. Early months capture the triage hours your CSMs stop spending on inbox sorting. As the system processes more tickets and refines its routing logic from your team's overrides, misroutes get rarer and resolution times stabilize. We build the payback math with your numbers during scoping - your ticket volume, your RFI turnaround, your draw cycle - so you can check the arithmetic before you sign.