B2B credit management is entering a new phase as AI tools become more common—but most teams are still using them in inconsistent, one-off ways that limit their impact.

This white paper, in collaboration with Handle, explores how credit professionals can move from ad hoc AI usage to structured, repeatable workflows. It outlines practical prompt design frameworks and real-world use cases that help transform AI from a casual tool into a reliable part of daily credit operations. The report highlights how standardized prompts, privacy-first practices and simple team-wide systems can improve efficiency, consistency, and decision support—while reinforcing that human judgment remains central to effective credit management.