Case Studies

Scaling AML Operations for a Leading Financial Institution

Insight Global helped a major financial services organization strengthen anti-money laundering investigation capacity, quality, and performance visibility with experienced talent, coaching support, and practical program structure.

The Client

An American multinational bank and financial services company headquartered in Charlotte, NC, needed support strengthening its high-volume anti-money laundering (AML) program. The organization serves customers across banking, lending, investment, and finance, operating in one of the most complex and closely regulated industries in the world.

For institutions of this size, anti-money laundering work is more than a compliance function. It protects customers, supports regulatory confidence, reduces business risk, and helps preserve trust in the financial system. Every investigation requires accuracy, consistency, clear documentation, and sound judgment.

The client needed a partner that could help improve financial crime investigation accuracy and efficiency while scaling the right talent and support around the work.

The Challenge

The client’s anti-money laundering program was under pressure from complex investigation volume, limited resources, and processes that were not keeping pace with the needs of the program. Leaders needed more visibility into performance, more consistency across casework, and more support for the people responsible for reviewing and submitting quality investigations.

The work required experienced AML investigators who could understand financial crime patterns, work within established risk requirements, document findings clearly, and move cases forward with care. But the need went beyond adding capacity. The client also needed stronger coaching, clearer procedures, and better ways to track how the program was performing.

Several issues were creating challenges across the program:

  • Complex investigation volume was difficult to manage with the existing program structure
  • Talent depth was not where it needed to be
  • Processes and procedures were limited or outdated
  • Performance tracking was inconsistent
  • The client needed more support standing up and stabilizing the program

In a regulated financial services environment, these gaps can create real business risk. When teams are stretched, quality can become harder to maintain. When processes are inconsistent, leaders have fewer ways to see what is working. When investigators do not have the right support, complex work becomes even harder to manage.

The client needed scale, but not scale at the expense of quality. They needed a stronger way to support AML investigations while giving leaders better visibility and giving investigators more clarity in the work.

RELATED: Putting Risk First in Risk-Based AML

The Solution

Insight Global helped the client strengthen its AML operation by bringing together experienced investigators, coaching support, practical operating resources, and performance reporting.

We brought in 203 qualified investigators and coaches to support AML casework and quality review. These professionals helped the client manage investigation volume, review and submit quality cases, and bring more consistency to the program.

To support the team in the work, Insight Global helped establish a coaching structure for anti-money laundering investigators. We also helped create operational procedures and resources the team could use day to day, including communication routines, team alignment practices, coaching logs, and case investigation reference materials.

We also helped establish reporting to track performance, giving leaders a clearer view into the program and where support was needed. The result was a stronger AML support model built around both the business outcomes the client needed and the people responsible for delivering the work.

Outcomes and Impact

The engagement helped the client increase capacity, improve visibility, and support more consistent AML investigation performance at scale.

Key outcomes included:

  • 203 qualified investigators and coaches staffed
  • 1,386 average cases completed per month
  • 0.69 average cases closed per investigator per day
  • 35% revision yield rate
  • 6% attrition rate

The client gained a more stable, scalable way to manage AML investigations. Investigators had clearer guidance and coaching. Leaders had more visibility into performance. And the program had stronger support for quality, consistency, and production.

For a major financial institution operating in a complex regulatory environment, that kind of progress matters. It helps teams work with more confidence, gives leaders better insight into performance, and supports a stronger foundation for managing high-volume financial crime investigations.

RELATED: Anti-Money Laundering: the Compliance Bottleneck No One Talks About 

How We Changed the Game

AML programs depend on accuracy, consistency, and trust. As investigation volume grows, teams need more than capacity. They need clear processes, strong coaching, and enough visibility to understand where work is moving well and where support is needed.

Insight Global helped the client create that kind of environment. We brought in experienced AML talent, helped establish coaching support, created practical resources for the team, and improved performance tracking across the program.

The impact reached beyond monthly case volume. Investigators had more clarity in their day-to-day work. Leaders had a better view of program performance. And the client had a more scalable way to manage complex financial crime investigations while keeping quality at the center.

That balance matters. In AML work, speed is important, but speed only helps when the work is accurate, complete, and consistent. Insight Global helped the client support both.

The Insight Global Difference

Insight Global helped the client strengthen a complex AML program at the point where people, process, and performance all meet. The client needed experienced AML experts who could handle detailed financial crime casework, but they also needed the right support around those investigators. Case quality, coaching, communication, and reporting all had to work together so the program could grow without becoming harder to manage.

That is where Insight Global brought value. We helped the client scale a specialized AML workforce while creating the support structure needed to help investigators do their best work. Through coaching, reporting, operational resources, and ongoing partnership, we helped strengthen both the day-to-day experience for investigators and the overall performance of the program.

The result was an AML operation better positioned to manage volume, maintain quality, and adapt as business needs evolved.

Areas of Expertise

  • Anti-Money Laundering Investigations and Operations
  • Financial Crime Compliance
  • KYC/CDD
  • Transaction Monitoring
  • Enhanced Due Diligence
  • Quality Assurance and Quality Control
  • Performance Reporting
  • Program Support
  • Workforce Solutions
  • Consulting Services
  • Professional Services
  • Managed Services
  • Governance and Operational Support

RELATED: How to Build and Empower a Cyber‑Resilient Financial Organization 

Our People Approach

AML work depends on people who can balance accuracy, judgment, documentation, and speed. That is why Insight Global’s people-first approach was central to this engagement.

We brought in experienced investigators and coaches, but the work did not stop there. We also helped create structure around the team through coaching, communication routines, clear procedures, and reporting. That foundation made it easier for investigators to stay aligned as the program grew. People do their best work when they have the right structure around them.

The result was a stronger AML operation with the scale to manage high-volume investigation work and the stability to support long-term performance.

Ready to Elevate Your Business?

When complex operations grow, the answer is rarely one thing. It takes the right people, the right structure, and the right partner working together.

Insight Global helps enterprise organizations solve high-stakes business challenges through talent, consulting, and professional services. Whether your organization needs to scale a regulated operation, improve quality, reduce backlog, strengthen customer experience, or build a more flexible support model, we can help you move with speed and confidence.

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