Intelligent banking solutions provider nCino is reporting real-world results from its recently deployed Analyst Digital Partner. The role-based AI agent, designed specifically for credit professionals and officially launched in November 2025, is significantly accelerating commercial lending workflows.
According to newly released customer data, the Analyst Digital Partner is reducing commercial relationship review times by 60 to 70 per cent. This massive efficiency gain is effectively turning a highly analytical process that traditionally takes anywhere from two days to a full week into a task that can be completed in mere hours.
Rapid deployment and continuous monitoring
Beyond pure processing speed, the AI technology boasts rapid integration capabilities. nCino reported that one of its current customers, an enterprise-sized US financial institution, successfully deployed the AI technology in just 36 minutes. This highlights how quickly these advanced, agentic tools can be embedded directly into existing financial workflows.
As artificial intelligence enables greater operational efficiency, banks are fundamentally changing how credit risk is managed across the industry. Institutions utilizing the tool are now able to transition their operations by:
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Moving away from traditional, periodic annual or quarterly credit reviews.
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Shifting towards proactive, continuous portfolio monitoring on a weekly or daily basis.
The ‘Dual Workforce’ vision
The rapid adoption and tangible impact of the new AI tool directly reflects nCino’s overarching “Dual Workforce” vision.
Under this operational model, AI agents like the Analyst Digital Partner are deployed to handle high-volume, time-intensive analytical work. This strategic offloading allows human bankers to dedicate their time to high-value areas: applying complex judgment, nurturing client relationships, and driving strategic decision-making to grow the business.
Chris Gufford, chief product officer at nCino, noted the heavy pressure currently placed on credit teams to manage growing portfolios with flat headcounts.
“For teams spending up to a week on a single relationship review, the math is simple. Analyst Digital Partner gives them that time back, and then some,” Gufford explained. “It’s a digital colleague that handles the analytical heavy lifting, so bankers can do what they do best: exercise judgment, deepen relationships and grow the business.”
Purpose-built intelligence
Built on over a decade of banking-specific data, the Digital Partners are deployed, managed, and governed by nCino’s Agentic Operating System (AOS). The AOS provides strict, banking-specific guardrails for how AI agents and human employees collaborate across the operational ecosystem.
Will Jung, chief technology officer at nCino, emphasized that building effective AI for financial services requires deep workflow integration.
“nCino Analyst Digital Partner is built on over a decade of banking-specific data and deployed within the operational context where credit decisions are already being made,” Jung stated. “That combination of domain depth and workflow integration is what separates purpose-built intelligence from generic AI adapted for banking after the fact.”
The technology’s impact is also extending beyond commercial credit. nCino noted that mortgage underwriters are utilizing the agent’s core capabilities to eliminate manual income verification efforts, effectively closing the gap between loan submission and final closing.