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Case Study

Automating Customer Onboarding for a Wholesale Bank with AI Agents

Dec 10, 2025
3 mins Minutes read
How a wholesale bank used AI agents to automate document screening and customer communication, reducing manual effort and accelerating onboarding.
Automating Customer Onboarding for a Wholesale Bank with AI Agents

Overview

A wholesale bank was experiencing high operational overhead during customer onboarding. Each new account required manual document screening, compliance checks, and repeated follow-ups, making the process slow and resource intensive. Relationship managers spent a large part of their day on routine onboarding tasks instead of higher-value banking activities.

The Challenge

The onboarding process was manual, document-heavy, and prone to errors. Customer Relationship Managers had to verify forms against regulatory and internal rules while continuously coordinating with customers to resolve missing or incorrect documentation. This slowed onboarding turnaround times and created an inconsistent customer experience.

The Solution

Nagent AI deployed a customer onboarding and document screening AI agent tailored to the bank’s wholesale workflows. The agent was trained on compliance rules, document requirements by account type, and accuracy checks. It automatically screened submissions, identified gaps or errors, and communicated directly with customers through automated messages to confirm progress or request corrective actions.

The Result

A large portion of manual document screening was eliminated, customer back-and-forth was reduced, and onboarding timelines were significantly accelerated. Customers gained clearer visibility into their onboarding status, improving transparency and experience.

Impact

Each relationship manager saved three to four hours per day, allowing teams to focus on due diligence, loan monitoring, and proactive relationship management. The shift to an agent-driven workflow improved operational efficiency, reduced errors, and delivered a smoother onboarding journey.
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