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Insurance reserving

Antipatterns in Loss Reserving Workflows

English

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.

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Insurance pricing

Growth & Profitability: Shift in Actuarial Thinking

English

Pricing actuaries constantly face the challenge of balancing growth and profitability. This session explores real-world case studies that require thinking beyond traditional actuarial methods. We’ll tackle scenarios such as managing tail risk when models fall short, and integrating Customer Lifetime Value models to optimize marketing strategies.

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Insurance pricing

The Geometry of Modeling with Roof Variables

English

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.

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Insurance reserving

Loss Reserving With Credibility

English

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.

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Insurance pricing

Price Walking Under the Spotlight: Strategic and Analytical Implications for European Insurers

English

In this in-depth session we explore the implications of price walking bans for insurers across Europe. Learn how regulatory shifts could reshape pricing workflows, customer segmentation, and renewal strategies and how insurers can prepare for this new landscape.

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Insurance pricing

Market Intelligence for Modeling & Ratemaking

English

Discover how AI transforms complex P&C rate and rule filings into model-ready market intelligence, enabling faster benchmarking, sharper competitive insights, and filing-ready pricing decisions.

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Insurance pricing

AI Snake Oil

English

AI has delivered on the initial promise, yet somehow the buzz continues to outpace reality. As we enter the next phase of AI strategy in insurance with workflows and agentic applications, we need to take a grounded look at what artificial intelligence can—and can’t—do for P&C actuarial work.

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Insurance reserving

Modern Reserving with GLMs: What You Already Know (and What’s Next)

English

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

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Insurance pricing

The Art of the Rating Plan

English

Constructing effective rating plans involves model integration, regulatory filings, and systems programming. This presentation explores these essentials and delves into advanced ideas like overlays and separate rating for new vs. renewal business, offering insights into designing successful, well-balanced rating plans in the insurance industry.

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Insurance pricing

Ajuste de Tarifas em Seguros - Como Identificar e Corrigir Desvios na Carteira

Portuguese

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!

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Insurance pricing

The Tools of the Trade - Machine Learning in Actuarial Pursuits

English

What does it mean to be a machine learner? What distinguishes machine learning from other branches of AI? How do these tools compare to actuarial technologies of the past? Why is supervised learning most applicable to the actuarial profession and how do GBMs compare to Modern GLMs? 

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Insurance pricing

Demand and Price Optimisation for Insurance Pricing

English

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

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Insurance pricing

From Data to Deployment - Building a Robust and Agile Pricing Cycle

English

Speed to market is key. In today’s fast-changing insurance landscape, even advanced models lose value if outdated. Discover how connecting data, modeling, and deployment enables faster updates, stronger governance, and greater agility. Watch the replay to learn how to stay ahead and thrive.

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Insurance reserving

A Fresh Look at Visualization for Loss Reserving

English

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.

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Insurance pricing

Nuevas Tecnologías para el Pricing Actuarial en Latinoamérica

Spanish

¿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.

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Insurance pricing

From Rules to Rewards: The Role of Domain Knowledge in Rules Based AI and Reinforcement Learning

English

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.

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Insurance pricing

Beyond the Headlines: Is Success in the Florida Property Market Achievable?

English

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.

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Insurance pricing

Transparent ML for loss cost models and impact analysis in tariffed and detariffing insurance markets

English

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.

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Insurance pricing

Applying ASOP 56: Modeling

English

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.

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Insurance reserving

Drivers of Change: Uncover the Key Factors Behind Change in Ultimates

English

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.

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Insurance pricing

Gaining a Modeling Mindset

English

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.

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Insurance pricing

Integrating AI into Actuarial Work: Preserving Control and Applying Judgment

English

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.

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Insurance reserving

Bridging the Gap: Uniting Reserving and Pricing for Smarter Insurance Decisions

English

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.

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Insurance pricing

Rethinking Exposures - Considerations for Modern, Emerging and Complex Risks

English

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.

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Insurance pricing

Price Elasticity Modeling - Considerations on Theoretical Aspects and European Regulation

English

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.

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Insurance pricing

Opportunities for commercial lines pricing sophistication​

English

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.

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Insurance pricing

Beyond Tariffs: Technical Innovations for Optimized Insurance Discounts in India

English

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.

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Insurance pricing

Strategies for Pet Insurance Pricing - What we can learn from other lines of business

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.

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Insurance pricing

Penalized Regression and Lasso Credibility

English

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.

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Insurance pricing

Introduction to Machine Learning: Predictive Modeling in Insurance for Actuaries and their Stakeholders

English

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.

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Insurance pricing

ペット保険プライシングの戦略

Japanese

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。

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Insurance pricing

Actuarial Interpretation of Model Output

English

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.

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Insurance pricing

Demystifying Artificial Intelligence

English

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.

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Insurance pricing

From Technical Knowledge to Commercial Decision in Pricing

English

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.

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Insurance pricing

How to Build New Products Using Akur8

English

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.

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Insurance pricing

The Modeler's Edge: Philosophies and Practices in Predictive Modeling

English

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.

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Insurance pricing

Actuarial Modernization

English

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.

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Insurance pricing

Data's Role in Pricing: Finding the Sweet Spot

English

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.

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Insurance pricing

Staying Ahead in a High-Inflation Era: Strategies for Actuaries and Data Scientists in Insurance

English

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.

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Insurance pricing

Derivative Lasso: Credibility-based signal fitting for GLMs

English

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.

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Insurance pricing

Insurance Pricing: How To Use Machine Learning in a Highly Regulated Market

English

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.

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Insurance pricing

Leveraging Credibility in Insurance Pricing Models

English

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.

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Insurance pricing

Convergence between actuarial and data science is coming!

English

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.

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Insurance pricing

FCA Price Walking Ban

English

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

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Insurance pricing

El Imperativo de una Tarificación Sofisticada para las Aseguradoras No Vida

Spanish

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".

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Insurance pricing

Harnessing the Power of AI in Pricing for P&C Insurance

English

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.

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Insurance pricing

Webinar - Evolução dos modelos de pricing no setor de seguros

Portuguese

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.

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Insurance pricing

Insurance Pricing Agility in Challenging Times

English

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

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