nCino (NASDAQ: NCNO) and Parlay have announced a partnership that connects Parlay’s AI-native Loan Intelligence System directly into nCino’s Commercial and Small Business Solutions, targeting America’s 1,400 Small Business Administration lenders. The integration is already live and has processed more than $500 million in SBA loan inquiries so far in 2026, with First Internet Bank among the named early users.
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.”
Market context
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. Broader trends in bank technology suggest lenders are moving away from point solutions toward integrated platforms that span origination, underwriting and portfolio management in a single data environment. nCino already serves over 2,700 financial institutions globally and has positioned itself as the orchestration layer for regulated banking workflows, which gives Parlay a substantial distribution channel it would struggle to reach independently.
The compliance context is also relevant. SBA loans carry federal guarantee structures administered by the US Small Business Administration, and lenders bear responsibility for programme eligibility determinations. Any AI-assisted eligibility screening tool will need to demonstrate audit trails and human oversight mechanisms that satisfy both the SBA’s own lender standards and the broader bank regulatory expectation, from the OCC and FDIC in particular, that automated credit decisions remain explainable and contestable.
What to watch
The 80% reduction in manual work is a striking operational claim, though it rests on self-reported customer data rather than an independent audit. The $500 million in processed loan inquiries is a pipeline figure and does not represent originated or funded volume, a distinction that matters when assessing actual throughput. Near-term, the markers to watch are origination volume and pull-through rates from inquiry to funded loan, the pace of adoption among nCino’s existing SBA customer base, and any regulatory commentary on agentic AI handling federal programme eligibility.
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