Let’s make your ideas tomorrow’s reality

How we build it

With your AML and IT teams, we define what the solution needs to do, which information it should use and how the results should be presented. Depending on the task, we build from the ground up or adapt existing technology, with source references and review controls that help analysts check and challenge the output.

An example: the EDD summary

Instead of an analyst manually reviewing several KYC documents, transaction findings and adverse media results and then writing an EDD summary from scratch, the solution can bring the relevant information together and prepare a structured draft in the organization’s existing template. Important statements can be linked back to the underlying source material so the analyst can verify the information, make changes and complete the assessment.

Shaped by the task and the team

The exact solution depends on the task. In some cases, this may mean a focused tool that extracts and structures information from documents. In others, it may involve connecting several internal and external data sources, applying business rules, using AI to interpret or summarise the information, and presenting the result directly in an existing case management workflow.

We design the solution around how analysts actually work. This includes deciding what should be automated, what should remain under human review, what evidence should be displayed alongside the output and how uncertainty or missing information should be handled. Where relevant, we also build mechanisms for logging, testing and monitoring the system so that changes in performance can be identified over time.

Before deployment, we test the solution on representative AML cases and assess both overall quality and the specific types of mistakes that could affect an investigation or assessment. The handover includes documentation and training so your team can use, review and manage the solution in day-to-day work.

What you get