nCino AI Agent Cuts Bank Credit Review Times by Up to 70%

nCino has unveiled strong early results from its newly launched Analyst Digital Partner, an AI-driven agent designed to streamline credit workflows. The role-based solution, introduced in November 2025, is already demonstrating significant efficiency gains across commercial lending operations.

Transforming Credit Reviews from Days to Hours

According to customer data released by nCino, the Analyst Digital Partner is reducing commercial relationship review times by 60–70%. Processes that traditionally required two days to a full week can now be completed within hours, marking a major shift in operational efficiency for banking institutions.

Rapid Deployment and Continuous Monitoring

The AI agent is not only improving speed but also proving easy to implement. nCino reported that a large U.S.-based financial institution deployed the solution in just 36 minutes, underscoring the growing maturity of agentic AI integration within existing banking systems.

This acceleration is enabling banks to rethink how they manage credit risk. Instead of relying on periodic reviews conducted quarterly or annually, institutions are transitioning toward continuous monitoring models—evaluating portfolios on a weekly or even daily basis.

Advancing the “Dual Workforce” Model

The adoption of the Analyst Digital Partner aligns with nCino’s broader “Dual Workforce” strategy, which blends human expertise with AI-driven automation.

Chris Gufford highlighted the pressure on credit teams managing expanding portfolios without corresponding increases in staffing.

“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 said. “It’s a digital colleague that handles the analytical heavy lifting, so bankers can focus on judgment, relationships, and growth.”

By offloading repetitive, data-intensive tasks to AI agents, banks can redirect human resources toward higher-value decision-making and client engagement.

Purpose-Built AI for Financial Services

The Analyst Digital Partner is powered by nCino’s Agentic Operating System (AOS), a framework that governs how AI agents operate within banking environments. Built on more than a decade of industry-specific data, the system incorporates strict guardrails to ensure compliance and reliability.

Will Jung emphasized that domain-specific design is key to the platform’s effectiveness.

“The combination of deep banking data and workflow integration is what separates purpose-built intelligence from generic AI adapted for financial services,” Jung noted.

Expanding Beyond Commercial Lending

While initially focused on commercial credit, the technology is also delivering value in mortgage operations. Mortgage underwriters are leveraging the AI agent to automate income verification, significantly reducing manual effort and accelerating the time between loan submission and final approval.

A Shift in Banking Operations

nCino’s latest deployment highlights a broader trend across the financial sector: the emergence of AI as an embedded operational partner rather than a standalone tool. As institutions increasingly adopt agentic AI, the balance between human expertise and automated intelligence is being redefined—paving the way for faster, more proactive, and scalable banking processes.