OpenSI

Analysis of AI in debt collections argues the technology can meaningfully improve performance through propensity scoring, channel optimisation and timing models, but it cannot automate practices that US consumer protection laws prohibit. Regulations like the TCPA, FDCPA and state-level rules still constrain how lenders and agencies may contact borrowers, so gains come from better targeting rather than avoiding legal limits.