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In practice, this can mean combining incident data with supply-chain information, local insights and market developments, or using scenarios to anticipate emerging risks. “Advanced” does not necessarily mean more complex: the value lies in supporting better-informed decisions and timely action.
What does this look like in practice? That question was central to the panel Advanced risk assessment frameworks for modern compliance programmes, moderated by YouConnect Partner Stéphanie Verhaegen at the Leaders League European Compliance Summit & Awards on 15 October 2026 in Brussels.
Returning as an event partner for the third time, YouConnect joined legal, compliance and risk professionals for a day of practical exchanges. Stéphanie was joined on the panel by Kristin Bajor of ZF and Timo Paulsson of Volvo Cars. Regular audience interaction helped connect the discussion to the challenges organisations face when developing frameworks that people understand, trust and use.
More sophisticated does not always mean more effective
Multi-factor scoring, dynamic risk mapping and scenario analysis can help organisations assess risk with greater precision. Their value, however, depends on how they support proportionate decisions grounded in business realities.
A central theme was the connection between risk, evidence, controls and decisions. Adding scoring variables does not automatically improve judgement. A framework must help people understand why a risk matters, what supports the assessment and what action should follow.
The practical test is therefore straightforward: does the assessment improve a decision, change a priority or prompt action?
Assess the business you are becoming
Regulatory requirements and past incidents remain essential inputs. Yet a useful assessment also considers business strategy, market developments and the organisation’s direction of travel.
Entering a new market, changing a supply chain or developing a new product can alter an organisation’s risk exposure. Scenario analysis and dynamic risk mapping help teams look beyond historical evidence and consider risks that have yet to materialise.
This makes business involvement essential. Understanding strategic objectives and operational realities helps compliance teams build assessments that colleagues can recognise and use.
The discussion also repeatedly highlighted the importance of local compliance champions within the organisation. With their understanding of local operations and challenges, they can help identify emerging risks, put assessment findings into context and encourage colleagues to act on them. Their contribution is most valuable when they have a clearly defined role, appropriate training and ongoing guidance and support.
Trust requires understandable reasoning
Even a sophisticated framework has limited value if business leaders cannot understand its conclusions.
Trust depends on credible evidence, transparent reasoning and consistent application. The challenge is to build a framework that people understand, trust and use—and to demonstrate how it improves decisions.
Technology can support that work. For example, AI-enabled tools can help analyse large datasets and identify emerging risks in real time. However, complexity can also obscure weak data or assumptions. The ambition should be a clearer basis for judgement, with accountability for the decisions that follow.
No one-size-fits-all
The discussion concluded that there is no one-size-fits-all approach to advanced risk assessment. Frameworks need to reflect each organisation’s business, risk exposure and operating context. Even the most advanced organisations continue to test and refine their approaches as risks evolve and experience reveals areas for improvement.
Why these conversations matter to YouConnect
For YouConnect, engaging with the compliance community helps us understand the work behind the roles we recruit for. Discussions such as these offer insight into the combination of analytical judgement, business understanding and communication skills that compliance professionals need.
Thank you to Leaders League, Kristin, Timo and everyone who contributed to the discussion.
Congratulations to Timo and Volvo Cars on winning no fewer than three awards at the event, including Compliance Value Creator of the Year.
Looking to strengthen your legal or compliance team? Contact Stéphanie to discuss the expertise your organisation needs.
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