KPI benchmark
How much revenue does AI recover?
Money recovered or leakage found and stopped because of the use case.
How to measure it
Sum of recovered amounts or corrected leakage over a stated period, net of reversals.
Across the library
4 reported values (currency), listed per use case below. Absolute volumes depend on organization size and are not pooled.
1 reported value (currency), listed per use case below. Absolute volumes depend on organization size and are not pooled.
Higher is better. Unit: currency.
Reported values by use case
AI agent for dealer service retention and aftersales outreach
- Fred Anderson Toyotaat least USD 1.1 million · vendor claim
- Murfreesboro Nissanabout USD 110,000 · vendor claim
- Maroone Auto Groupabout USD 22,000 · vendor claim
AI detection of undeclared buildings and pools from aerial imagery for property tax and cadastre updates
- Direction générale des Finances publiques (DGFiP)about EUR 10 million · independent claim
AI propensity to pay scoring for arrears and debt collection
- New York State Department of Taxation and Financeup to USD 50 million · organization claim
Use cases that should track revenue recovered
- AI agent for dealer service retention and aftersales outreach
- AI detection of undeclared buildings and pools from aerial imagery for property tax and cadastre updates
- AI for customs risk targeting, container selection and valuation checks
- AI for subrogation opportunity detection
- AI propensity to pay scoring for arrears and debt collection
Frequently asked questions
- How do you measure revenue recovered?
- Sum of recovered amounts or corrected leakage over a stated period, net of reversals.
- Where do these revenue recovered numbers come from?
- From public AI deployments in the Blits.ai AI Use Case Library. Every value is quoted from a named source, each organization counts once, and "up to" claims are listed but left out of the median.