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Aurélien Couloumy
Co-Founder & CEO at Dylogy
Qualified actuary, Aurélien bridges cutting-edge AI with insurance and reinsurance practice, turning document intelligence and risk analytics into tools real practitioners can actually use.
Live Webinar | September 22nd, 2026 | 5:00PM CET
Causal Knowledge Graphs: from Claims Narratives to Actuarial Intelligence
Your loss book knows what happened. It has no idea why.
Frequency, severity, loss ratio: your claims MI captures all of it faithfully, and none of the mechanisms behind it. The causal structure is already there, buried in expert reports, legal threads, and handler notes. It just never survives the journey into the database.
During this webinar, Aurélien Couloumy, CEO at Dylogy, will present the methodology he delivered at the 2026 Casualty Actuaries of Europe Spring Meeting: a production-grade pipeline that converts unstructured claims documents into a queryable causal knowledge graph.
What you'll learn
- Why the existing actuarial data stack is structurally blind to causal drivers and why better tooling alone won't fix it
- How LLMs, Directed Acyclic Graphs, and shared ontologies combine into an extraction pipeline that scales
- What the knowledge graph makes possible downstream: emerging loss signals before they reach the triangle, causal-aware reserving, and client risk notes benchmarked against your portfolio
- A case study drawn from a live deployment in healthcare professional liability
Who should attend
Actuaries, underwriters, and claims leaders in (re)insurance.
Don't speak English? This live webinar will be available in French on Septembre 21, 2026 at 12:00PM CET. Register here.
Fill out the form below to register:
Speaker
Frequently Asked Questions
How do I access the webinar?
The webinar will be hosted online via a secure platform. Once you submit the registration form, you'll receive a connection link by email 24 hours before the event, with a reminder 1 hour before we begin.
What technical requirements do I need to join the webinar?
You will need a stable internet connection and a modern web browser. No software installation is required. The webinar will be delivered via standard online conferencing.
Will the recording be available after the webinar?
Yes, all registered participants will receive a full recording of the webinar and presentation materials within 24 hours of the event, even if you cannot attend live.
Can I ask questions during the webinar?
Yes, the final 15 minutes are reserved for live Q&A. You can submit questions in advance during registration or ask them during the session.
Is there a fee to register for this webinar?
No, this webinar is free for all insurance professionals. Simply complete the registration form to secure your place.