How a Payment Service Provider Prioritizes Merchant Risk at Scale

The client

The client is a global payment service provider managing a large portfolio of merchants. Operating in a fast-moving and regulated environment, the organization needed a more structured way to monitor merchant risk, track activity, and support reporting across its operations.

The challenge

Before using Owlin, the client relied on more manual processes for merchant monitoring. This made it harder to maintain visibility across workflows, track review activity consistently, reporting outputs that reflected both risk exposure and team workload.

The organization needed a solution that could:

• Monitor merchant risk at scale
• Help teams prioritize what required review
• Improve visibility into investigation workload
• Support KPI and reporting outputs more efficiently

The solution

Owlin provided the client with a more centralized and operational approach to monitoring. By combining Cases, risk views, portfolio and entity tracking, and automated reporting outputs, the platform became part of the client’s day-to-day workflow.

With Owlin, the client gained:

• A centralized view of monitoring activity across merchant portfolios
• Better workflow visibility through Cases and structured review tracking
• Easier portfolio and entity management
• More efficient KPI and cluster reporting through automation

Owlin helped the client move from a more manual monitoring setup to a workflow that was more consistent, visible, and scalable.

The impact

By using Owlin, the client embedded monitoring more deeply into its day-to-day operations and created a more structured approach to merchant risk oversight.

Key outcomes include:

• Strong operational adoption across recurring workflows
• Better visibility into review progress and investigation activity
• More efficient KPI and cluster reporting
• A more scalable approach to portfolio and entity oversight
• Increased reliance on Owlin as part of the client’s operating workflow

As usage expanded, Owlin became more embedded in ongoing monitoring and monthly review processes, helping the client manage both risk exposure and team workload more effectively.