Tag

alternative lender automation

2 insights

Bullet bar chart showing that 56 percent of leaders want greater visibility into AI agent behavior, 44 percent want proven risk frameworks and 42 percent want proof in their own environment, against only 28 percent who are highly confident deploying AI agents securely.

You Cannot Scale an Agent You Cannot Watch

Agentic AI pilots in lending stall at one workflow because no one can produce a record of what the agent did. Why observability, not model quality, is the constraint on scaling.
AI & AutomationAlternative Lending
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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.
AI & AutomationAlternative Lending
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