Aprenda a monitorar modelos de precificação, detectar a perda de aderência ao mercado e diferenciar mudanças reais de ruído nos dados. Veja como atualizar e colocar novos modelos em produção com mais agilidade e precisão atuarial.

This session offers a practical guide to selecting and applying exposure bases in situations where the choice isn't straightforward. Drawing on special use cases across auto, telematics, home, and specialty lines, we look at where selecting and applying exposures requires extra consideration.

Setting reserves is a bet on the future. The hardest part is defending that bet when auditors or executives start asking questions you weren't ready for.

New technologies, artificial intelligence, and evolving European regulations could reshape insurance pricing and change how insurers design and govern their pricing frameworks. See how actuaries encounter new technologies and insurers determine how to apply them effectively in pricing while preserving sound actuarial judgment.

Actuarial decisions can be informed by the same processes used in software design. The double-diamond product design framework has four main steps: Discover, Define, Develop, Deliver. This framework, though intended for product design, can be applied to many decision making processes. By incorporating aspects of this framework into the decision-making process, leaders and actuaries can make sure they are delivering the best solutions that innovatively solve the real problem facing the business.

En esta sesión, descubre cómo la combinación de automatización y herramientas de análisis de última generación facilita la detección temprana de desviaciones, mejora la consistencia del proceso de reserving y refuerza la capacidad del actuario para comunicar resultados de forma clara y concisa.

As market conditions change, pricing models can quickly become outdated. Discover how leading insurers are using AI and machine learning to monitor performance, reduce bottlenecks, and accelerate pricing decisions.

Explora el potencial de la Credibilidad Lasso como método de tarificación construido sobre los fundamentos de la teoría de la credibilidad clásica.

The next phase of AI adoption will not be defined by standalone copilots, but by specialized agents embedded across critical business workflows. In this webinar, Akur8 will share how it reengineered its own operating model around AI, and what that journey reveals for insurance executives.

Insurtech is booming, yet actuaries haven’t participated as actively as other disciplines. However, your specialized skills uniquely position you to venture into entrepreneurial paths beyond traditional routes like consulting. This session is designed to quell your crippling risk aversion and ignite your entrepreneurial spirit, drawing on invaluable lessons from Akur8’s journey.

In this webinar, José Manuel Ruiz (Actuarial Data Scientist at Akur8) and Oshi Wilks (Principal Consulting Actuary at Milliman) uncover the Drivers of Change analysis in Arius, showing how movements in reserves break down between data-driven changes (new trends, external factors like the pandemic, inflation, conflicts, etc.) and actuarial selection changes.

Si les fondements des connaissances et des techniques actuarielles sont universels, les processus de tarification utilisés en pratique varient considérablement d'un pays à l'autre. Au cours de ce webinar, nous abordons les raisons qui expliquent les différences entre les processus de tarification des marchés américain, français, européens et japonais. Ces différences influencent la composition d

Insurance pricing models drift further out of line with reality over time as conditions shift and change. This talk examines practical approaches to monitoring model performance, implementing updates efficiently, and deploying changes seamlessly to production.

Explore how artificial intelligence and automation are transforming insurance pricing and operations across the GCC region. This webinar dives into practical steps for implementing AI successfully in your organization.

The foundation of actuarial knowledge and techniques may be universal, but the pricing processes used in practices are significantly different around the globe. In this session, we will discuss reasons for the differences in pricing processes between US, Canadian, European, and Japanese markets.

Ever feel like your loss reserving process is stuck in a loop of the same old mistakes? Welcome to the world of "antipatterns" - sneaky, recurring bad habits that quietly sabotage your team's productivity, accuracy, and sanity! In this session, we’ll uncover common reserving antipatterns you might not even realize exist, explore real-world examples, and equip you with strategies to break free.

Les actuaires de tarification sont en permanence confrontés au défi de concilier croissance et rentabilité. Cette session explore des cas d’usage concrets qui exigent d’aller au‑delà des approches actuarielles traditionnelles. Nous aborderons des scénarios tels que la gestion des risques de queue (risques extrêmes) lorsque les modèles montrent leurs limites, ainsi que l’intégration de modèles de valeur vie client (CLV) pour optimiser les stratégies marketing.

Roofs are a critical component of any home, directly influencing the overall insurable value and susceptibility to risk. In this session, we will provide an in-depth exploration of roof construction, materials, and complexity, examining how these factors affect the insurable value of a property and its exposure to various levels of risk.

Credibility has been fundamental to actuarial work for over a century, yet it's rarely applied to reserving. This webinar explores credibility through the lens of sample volume, variance, and homogeneity in loss triangles, and demonstrates how linear mixed models integrated with chain-ladder methods can enhance reserving when working with limited data.

Dans cette session approfondie, nous analysons les implications des interdictions de price walking pour les assureurs dans toute l’Europe. Découvrez comment les évolutions réglementaires pourraient remodeler les processus de tarification, la segmentation client et les stratégies de renouvellement et comment les assureurs peuvent se préparer à ce nouveau contexte.

Découvrez comment l’IA transforme des dépôts IARD complexes (tarifs et règles tarifaires) en intelligence de marché prête pour la modélisation, permettant des benchmarks plus rapides, des insights concurrentiels plus précis et des décisions tarifaires prêtes pour le dépôt réglementaire.

L’IA a tenu ses promesses initiales, mais l’engouement dépasse encore la réalité. À l’heure où nous entrons dans la prochaine phase de la stratégie d’IA en assurance avec des workflows et des applications agentiques, il nous faut porter un regard lucide sur ce que l’intelligence artificielle peut — et ne peut pas — apporter aux activités actuarielles IARD.

This webinar will explore the connection between the chain ladder method and a GLM framework, while also considering alternative model forms and approaches that strengthen a GLM mindset

Élaborer des plans tarifaires efficaces suppose l’intégration des modèles tarifaires, la préparation des dépôts réglementaires (tarifaires) et le développement des systèmes. Cette présentation explore ces fondamentaux et aborde des concepts avancés tels que les overlays (surcouches tarifaires) et la tarification différenciée entre affaires nouvelles et renouvellements, afin d’apporter des éclairages pour concevoir des plans tarifaires performants et bien équilibrés dans le secteur de l’assurance.

Mateus Tannous (Atuário na Akur8) e Pedro Pereira (Diretor de Vendas na Akur8) demonstram como a Sinistralidade Esperada (ELR) e a Análise de Desvios ajudam seguradoras a identificar distorções na carteira e ajustar tarifas com mais precisão. Assista e aprenda como traduzir resultados técnicos em decisões estratégicas e incorporar machine learning de forma prática!

Qu'est-ce qui distingue le machine learning des autres branches de l'IA? Comment ces outils se comparent-ils aux technologies actuarielles du passé ? Pourquoi l'apprentissage supervisé est-il le plus applicable à la profession actuarielle et comment les GBM se comparent-ils aux GLM modernes ?

This webinar, jointly delivered by the IFoA and Akur8, introduces the concepts of demand modelling and price optimisation. It explains what they are, why they matter, and how insurers can use them to balance profitability with customer retention. Participants will gain the knowledge needed to appreciate elasticity, optimisation techniques, and their role in shaping smarter insurance pricing stra

La rapidité de mise sur le marché est essentielle. Même les modèles avancés perdent de leur valeur s'ils sont obsolètes. Découvrez comment la connexion des données, de la modélisation et du déploiement permet des mises à jour plus rapides, une gouvernance plus forte et une plus grande agilité. Regardez le replay pour savoir comment garder une longueur d'avance !

Visualization is a well-known, frequently used tool for data analysis and communication. Loss reserving is no exception to this. But how effectively is data visualization being used for this specific task? This webinar reconsiders how visualization may be better aligned with analytic or managerial questions about loss reserving and enhance the speed and success of reserving workflow.

¿Cómo el pricing actuarial en Latinoamérica está avanzando hacia una tarificación más técnica y eficiente? Explora las últimas tendencias en este exclusivo webinar donde exploraremos cómo las aseguradoras de la región pueden avanzar hacia una tarificación más técnica, ágil y transparente, sin comprometer la experiencia actuarial ni los requisitos regulatorios.

Actuarial Data Scientist Josh Myers discusses two lesser-known AI techniques in this Akur8 Academy session: rules-based systems and reinforcement learning. Learn how these techniques vary from conventional supervised learning, what they teach us about intelligent behaviour, and why they are important for actuaries who want to remain on top of trends and improve their decision-making.

Join Max Martinelli (Akur8) and Brent Petzoldt (Windward Risk Managers) as they share strategic insights on navigating Florida’s volatile homeowners market using advanced modeling to tackle regulatory and financial challenges.

This webinar will explore how insurers — especially those operating in highly regulated markets — can leverage transparent modeling techniques to better assess portfolio performance, with a special focus on impact analysis and customer behavior.

Predictive modeling is becoming ubiquitous in actuarial functions, and the building and evaluation of these models should be guided by ASOP 56. The good news is that this ASOP is flexible enough to be applied to all actuarial models. The bad news is that application of this ASOP must also be flexible across various models and situations.

Understanding what’s driving changes in your reserve estimates is critical for effective decision-making—but manual analysis can be time-consuming and complex. Watch this in-depth webinar on Drivers of Change, a powerful feature within Arius software, designed to automate and streamline this process.

In this session, we explore various business problems and demonstrate how, through creative approaches, we can use modeling to unlock new insights and innovative solutions.

Talk about AI is everywhere, but what does it really mean for actuaries? While AI is certainly a powerful tool, it is simply that: one tool, among many, in an actuarial toolkit. However, these tools are different from others in our traditional toolkit and if used improperly, they will remove control and blind us to opportunities where we could be applying actuarial judgment.

Loss reserving and policy pricing are two fundamental yet traditionally siloed functions within insurance operations. This webinar explains how breaking down barriers between these actuarial domains isn’t just an operational improvement—it’s a strategic advantage.

A clearly defined exposure base is essential for actuarial modeling, and its definition has become increasingly complex as risk becomes more complex. This webinar provides valuable insights from industry experts.

In recent years, predictive modeling has made significant strides, enhancing risk models in pricing and drawing increased attention to areas like demand modeling. This webinar explores demand and price elasticity from an actuarial perspective.

This webinar walks through the typical pricing process for both retail and commercial lines, while addressing the unique challenges of commercial lines pricing and highlighting best practices for an optimal pricing process.

This webinar covers the current state of motor insurance regulation in India and explore the potential applications of advanced Machine Learning (ML) techniques to the industry.

As the pet insurance market expands globally, efficient and effective pricing has become an important strategic element for insurers. This webinar shows how best practices can be applied to a relatively new line of business, while providing an overview of pet insurance specificities.

This webinar explores the theoretical and practical aspects of penalized regression as an enhancement to traditional GLM (Generalized Linear Model) modeling. Thomas Holmes introduces the concept of lasso credibility, demonstrating how penalized regression can be applied directly as a credibility procedure.

This webinar explores fundamental machine learning concepts tailored for actuaries, such machine learning theory, common algorithms such as GLMs and GBMs, and the basics of predictive modeling.

本ウェビナーでは、日本のペット保険の市場特性や顧客ニーズを概観しながら、他の保険種目で培われてきたプライシング手法やベストプラクティスを、ペット保険にどのように適用できるかを示します。そして先進的な機械学習技術を駆使したプライシング手法を通じて、競争力のある保険商品を提供するための実践的なアプローチを紹介します。

This webinar explores real-world modeling exercises, challenging viewers to translate complex charts into clear business outcomes. We also share examples where actuarial judgment should override model outputs and discuss key questions actuaries should ask when evaluating a model's effectiveness.

In an era of inflated buzz around artificial intelligence, it becomes essential to discern hype from genuine breakthroughs. This webinar provides a grounded perspective on how AI can genuinely revolutionize actuarial practice.

This webinar explains how the use of advanced techniques can support commercial decisions in regulated markets, and addresses their impact on customers. It also emphasises the importance of using transparent models to maintain transparency between pricing and underwriting teams.

Watch this webinar to discover the intricate process of pricing new products from scratch, delving into the strategies utilized by insurance companies. Learn how to leverage diverse data sources and navigate the evolving stages of product development to deliver the best pricing outcomes.

How can classic actuarial methods can be enhanced with the latest predictive analytics techniques? Discover practical strategies to stay competitive in the actuarial field and build superior models.

This webinar addresses the timely transition of small or traditional actuarial teams into the realm of predictive modeling. It explores solutions to the unique obstacles these teams face, such as resource limitations, juggling multiple roles, and the scarcity of experienced predictive modelers.

This webinar explores the untapped power of data, and dive into innovative tools like unsupervised learning and synthetic datasets, all while keeping actuarial expertise front and center.

As the dust settles on the initial surge of inflation yet its impact persists, this webinar dissects the intricate landscape of persistent inflation, focusing on the unique hurdles it poses for insurers and innovative strategies to navigate them.

Building transparent and accurate models for insurance risks is challenging due to the complex correlations and non linearities of the modeled effects. This webinar introduces the Penalized Regression framework, a sound approach relating to intuitive statistical assumptions that integrate credibility and nonlinear effects in the modeling.

This recording from the Open Discussion Forum during the Annual Conference of the Institute of Actuaries of Japan explores the applications of machine learning in a highly regulated markets.

How can you make use of new technologies and established methods to make the most out of your data? This webinar discusss how to leverage credibility in insurance pricing models.

This webinar sheds new light on the pricing challenges and expectations of insurance carriers worldwide, in particular, the imminent convergence between actuarial and data science.

This webinar delves into the impact and future outlook of the FCA Price Walking Ban on P&C insurers' pricing strategies.

Explora junto a Daniel Sánchez del Álamo, Head of Pricing en Pelayo Seguros, Pedro Pereira, Regional Sales Director en Akur8 y Ramon Masachs, Head of Engineering en Akur8 sobre "El Imperativo de una Tarificación Sofisticada para las Aseguradoras No Vida".

Patrick Tiburtino, Senior Manager at Management Solutions Brasil, and Ramon Masachs, Head of Data Science at Akur8, tell you everything you need to know about combining data science and actuarial approaches in insurance rate modelling to boost your insurance pricing process.

Brune de Linares, Chief of Sales, and Felix d'Alançon, Chief Operating Officer, share insights on insurance pricing agility in challenging times.

Cenk Yalcin, Chief Insurance Officer at Generali Sigorta, Halil Kolbasi and Nicola Biscaglia from Milliman and Bruno Bécha, VP Product and Actuarial at Akur8, explore the possible uses of AI in the P&C insurance pricing.