Tag

AP AR automation

3 insights

Threshold curve showing the return on an agentic workflow rising with how often the workflow runs. The curve stays flat below roughly fifty runs per week, labelled the preference zone, and climbs steeply above that inflection, labelled the project zone.

The First Agent Never Belongs at the Front Door

The largest US banks put AI agents in client vetting and transaction accounting, not the storefront. Three tests decide where a lender's first agent actually earns its keep.
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Editorial pull-quote cover reading "Double your originations, and you double the back office underneath them," annotated with roughly $45 per clean file before exceptions

Your Cost Per File Is Fixed. Your Volume Is Not. That Is Where Growth Gets Expensive.

Back-office cost is the one expense that scales in lockstep with loan volume. At roughly $45 a clean file, growth quietly doubles it. Here is how alternative lenders break the link between volume and headcount.
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Stacked bar showing only about 25 percent of AI initiatives deliver the ROI leadership expects, with text on concentrating automation on the highest-cost process first.

The Back-Office Costs That Grow Every Time You Add a Client Are the Ones AI Should Take First

Sub-500-employee firms report 240 to 320% ROI on agentic AI, yet only 25% of initiatives hit their target. The difference is where you point it. Start with the back office.
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