From pilot to production: 
How consumer lenders can operationalize AI that actually works 

white paper

59% of credit unions and 49% of community banks have already deployed generative AI in some form.

While these figures suggest broad adoption, many initiatives remain stuck in pilot mode, unable to translate early experimentation into real operational impact

Across industries, only 5% of AI pilots reach production at scale. A key reason for this within consumer lending is that, many times, AI solutions are bolted onto the LOS, leading to contextual vacuums and blind spots.

This white paper explores the limitations of add-on AI—including fragmented interfaces and a dearth of nuance—how embedded solutions bridge those limitations, and where lenders can turn to find trustworthy technology that takes them over the pilot-mode hurdle.

Learn how your consumer lending operation can pull ahead at this critical AI inflection point.

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