Our software vendors are pitching automated credit scoring and trade terms approvals for our commercial accounts. At what operational point does extending credit or cutting off an account need to remain strictly human?

Question

Tyler Smith · Accepted Answer

Automating credit applications and pulling third-party financial records makes operational sense. Running trade reference checks, pulling commercial credit scores, and flagging balance sheet irregularities are low-value administrative tasks where algorithms excel. Let machine tools synthesize the raw financial data and generate an initial risk score.

The actual decision to extend an unsecured line, renegotiate payment terms, or halt shipments must remain human. Credit lines are commercial relationships, not pure math equations. A machine only looks at trailing performance, tax liens, and standard financial ratios. It cannot evaluate a long-time customer who is navigating a temporary cash pinch caused by a one-off supply chain shock, nor can it detect when an executive is concealing systemic operational decay.

Your commercial credit policy needs a clean handoff rule. Let software automatically approve micro-lines below a negligible threshold where risk is capped. Anything above that threshold, or any account requesting an extension past thirty days, must stop at a human desk. The finance seat on your Accountability Chart owns the risk and makes the final call. When you cut off credit or extend a line, you are risking cash flow and customer retention. That responsibility belongs to a person whose seat on the Accountability Chart carries the burden of the P&L, never a black-box model.