The mechanics centre on a one-click handoff. Parlay’s agentic workflows handle borrower intake, programme eligibility screening and initial deal structuring before a human banker reviews the file. Existing Parlay customers report a reduction of up to 80% in the manual work needed to produce a credit-ready file, a figure the company attributes to the elimination of paper-heavy SBA documentation processes that have characterised the programme for decades.

Under the commercial arrangement, nCino will resell and support Parlay’s platform as an add-on for its own customers prioritising SBA lending. Parlay retains the right to serve the broader SBA market directly. Neither company disclosed revenue-sharing terms or the size of any upfront commitment.

Alex McLeod, co-founder and chief executive of Parlay, framed the deal as additive rather than disruptive to existing infrastructure: “No rip and replace required, so more small businesses across the country gain faster access to capital.” Chris Gufford, nCino’s chief product officer, said the pairing adds “agentic capabilities that help lenders move eligible borrowers to approval faster.”

The SBA lending market sits at an uncomfortable intersection of high administrative burden and underserved demand. Small businesses account for a significant share of US economic output yet frequently fall outside standard bank credit parameters, partly because originating an SBA loan has historically required specialist staff and significant manual document handling. Community banks and credit unions in particular have been reluctant to build or expand SBA programmes given the overhead involved.

The nCino and Parlay partnership is one of several AI-assisted workflow plays targeting this segment.

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