Where do these recovery uplift 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.

KPI benchmark

How much does AI improve collections recovery?

Relative increase in overdue amounts or accounts recovered.

How to measure it

Share of overdue balance or accounts recovered within the cycle, versus control.

Across the library

2 reported values, listed per use case below.

Higher is better. Unit: percent.

Reported values by use case

AI agent for early collections and hardship support

Day Knight & Associatesabout 100% · organization claim
SameDay Auto Finance43% · vendor claim

Use cases that should track recovery uplift

AI agent for early collections and hardship support
AI for litigation and recovery triage
AI propensity to pay scoring for arrears and debt collection
AI recommendations for loan restructuring and hardship arrangements

Frequently asked questions

How do you measure recovery uplift?: Share of overdue balance or accounts recovered within the cycle, versus control.
Where do these recovery uplift 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.