[Innovation Ambassadors] :AI-Driven Efficiency in KYC/AML (Know Your Customer) Processes in Luxembourg
The Innovation Ambassadors program, which includes 5 winners among 102 innovative projects submitted from 24 entities worldwide in 2025, shows that innovation can be found everywhere at
BNP Paribas Cardif!
Briefly introduce yourself
I am part of the « Cross-Coordination » Service within «the Efficiency, Technology & Operations » Department in Luxembourg. On a daily basis, we support the management of Cardif Lux Vie in continuously improving the processing of operations by providing expertise, recommendations, and performance management.
We get involved in framing initiatives (pre-projects), change management, tracking performance indicators, and setting up dashboards. We also contribute to risk management and strengthening operational quality.
More specifically, my role in this automation project was to represent our business areas, identify pain points, and then co-design with the teams a completely rethought processing workflow, all the way to validating the key steps of the system.
Present your initiative
The “KYC AML Recertification Automation” project was born from a simple observation:
Our file volumes and regulatory requirements are increasing, while teams are still dedicating a significant portion of their time to repetitive tasks. The challenge was therefore to design a more efficient and scalable process, capable of absorbing this growth while ensuring a high level of quality.
To achieve this, a cross-functional team was formed, bringing together business units, Data, Analytics, IT, and Group stakeholders. On the Data/Analytics side, data scientists developed an AI model to accelerate file processing, fully compliant with the Group’s Analytics governance framework. Close collaboration with all stakeholders including our counterparts at BGL BNP Paribas in Luxembourg enabled us to integrate operational constraints and ensure a deployment perfectly aligned with on-the-ground needs.
How does your initiative correspond to the category won?
Standardizing the process and automating first-level checks that is, the verifications carried out before any in-depth analysis, like checking the validity of ID documents, the consistency of declared information, etc, helps to harmonize practices, limit manual interventions, and significantly reduce processing time.
This development has strengthened our ability to handle high volumes of files, while maintaining a quality level that meets regulatory requirements. Its distinctive feature lies in the combination of technological innovation (the first AI model for Cardif Lux Vie, a life insurance company.
among the major market players in Luxembourg, belonging to the BGL BNP Paribas Group) and risk management.
The AI model is used as a triage tool to guide the analysis towards files requiring an in-depth review, within a defined governance framework (validation rules, traceability).
What are the next steps for your initiative?
As part of our ongoing approach, we have identified two main areas:
- First, we’re going to roll out this solution on a larger scale, extending it to cover more complex types of products, especially for the periodic recertification of our contracts. The goal is to speed up review cycles, ensure compliance, and better handle peaks in activity.
- Next, we want to apply this approach to onboarding new clients. Specifically, this means further automating client acceptance and the processing of new operation requests, making the collection of information, document validation, and consistency checks smoother.
What are your tips for innovating at BNP Paribas Cardif?
You need to dare, test, learn, encourage the sharing of experiences, and above all, hairness the power of collective and intelligence
