Pricing Teams in a Changing World Report

Available in English

The actuarial field is experiencing a rapid transformation driven by dynamic trends, including the surge in data volume and diversity facilitated by technological advancements. Actuaries now confront the challenge of extracting insights from diverse data sources, necessitating the integration of cutting-edge technologies like AI and machine learning.

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Cover page of the Report that Akur8 published and named "Pricing teams in a changing world: evolving backgrounds and expectations"

All our white papers

Cover page of Milliman Report about Akur8

Insurance pricing

Milliman - Analysis of Akur8 Pricing Solution and Methodology

Insurance pricing

Available in English

Milliman has carried out an in-depth analysis of Akur8's pricing solution and methodology. Here is the full report presenting Milliman’s conclusions.

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Cover page of the Report that Akur8 published and named "Pricing teams in a changing world: evolving backgrounds and expectations"

Insurance pricing

Pricing Teams in a Changing World Report

Insurance pricing

Available in English

The actuarial field is experiencing a rapid transformation driven by dynamic trends, including the surge in data volume and diversity facilitated by technological advancements. Actuaries now confront the challenge of extracting insights from diverse data sources, necessitating the integration of cutting-edge technologies like AI and machine learning.

Download this report

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Convergence between actuarial and data science is coming!

Insurance pricing

Akur8's Global Pricing Survey

Insurance pricing

Available in English

Akur8 has released the results of its first global insurance pricing survey! Over a hundred insurance pricing professionals across all lines of business, representing 34 countries, shared their main challenges and expectations concerning the future of insurance pricing.

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Akur8 and FCG white paper - Pricing in an Age of High Inflation

Insurance pricing

Pricing in an Age of High Inflation

Insurance pricing

Available in English and French

As high inflation raises the stakes of pricing errors, influences insurer's costs, and changes customer behavior, what data and strategies can actuaries leverage to estimate future inflation? When speed of adaptation is more critical than ever, what kind of pricing and product approaches can help pricing teams make good decisions and improve time-to-market?

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Akur8 White Paper - Derivative Lasso: Credibility-based signal fitting for GLMs

Research & Technical paper

Insurance pricing

Derivative Lasso: Credibility-based signal fitting for GLMs

Insurance pricing

Available in English

This paper proposes a solution to the dilemma actuaries encounter: whether to build transparent GLMs that require significant cost and expertise, or to automate the model building process using non-transparent techniques that could limit the ability to deploy models in production.

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Akur8 white paper - Unlocking the value in insurance pricing: Balancing the Build vs. Buy equation

Insurance pricing

Unlocking the value in insurance pricing: Balancing the Build vs. Buy equation

Insurance pricing

Available in English

When choosing whether to deploy an off-the-shelf pricing software solution, or to develop bespoke in-house pricing software, there is no ‘one-size-fits-all’ answer. Different scenarios, staffing levels, timescales, objectives and business needs can all influence what the best option may be.

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Akur8 white paper - Applying Machine Learning to Actuarial and Pricing Workflows

Insurance pricing

Applying Machine Learning to Actuarial and Pricing Workflows

Insurance pricing

Available in English, Spanish, French, German, Italian, Portuguese

Applying machine learning to pricing processes is becoming easier due to advances in technology and increasingly accessible platforms.

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Akur8 white paper - Bancassurance: is pricing sophistication the key to continued growth?

Insurance pricing

Bancassurance: is pricing sophistication the key to continued growth?

Insurance pricing

Available in English, Spanish, French, German, Italian, Portuguese, Japanese

After decades of success, the bancassurance model is coming under pressure. What can bancassurance operators do to meet the new challenges?

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Cover of Akur8's research paper "Credibility and Penalized Regression

Research & Technical paper

Insurance pricing

Credibility and Penalized Regression

Insurance pricing

Available in English

Discover key concepts and intuitions that demonstrate how Penalized Regression blends GLM with Credibility-like assumptions.

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Cover of Akur8's white paper "FCA Price Walking Ban"

Insurance pricing

FCA Price Walking Ban 🇬🇧

Insurance pricing

Available in English

As of January 1st, 2022, price walking for home and motor insurance will be forbidden in the UK. Discover the expected impact for insurers and how Akur8 can boost your adaptability!

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Cover of Akur8's white paper "The insurance technology arms race"

Insurance pricing

The insurance technology arms race - PropertyCasualty360

Insurance pricing

Available in English

Rob Porter (Director of Product, Vave - Canopius Group), and Anne-Laure Klein (COO, AKUR8), discuss the benefits of partnering with the right insurtech in PropertyCasualty360

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Cover of Akur8's white paper "Rate Change and Dislocation Analysis: Transparent ML as the Path to Accurate and Actionable Insights"

Research & Technical paper

Insurance pricing

Rate Change and Dislocation Analysis: Transparent ML as the Path to Accurate and Actionable Insights.

Insurance pricing

Available in English

The democratization of quick and efficient modeling brought about by Transparent Machine Learning can be of tremendous help in empowering Dislocation

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Cover of Akur8's white paper "The truth about GAMs, GLMs and GBMs in insurance pricing"

Research & Technical paper

Insurance pricing

The truth about GAMs, GLMs and GBMs in insurance pricing

Insurance pricing

Available in English, Spanish, French, German, Italian, Portuguese, Japanese

AI-powered pricing sophistication is a relatively new journey for insurers, but one departure they definitely do not want to miss. The consistent application of Generalized Additive or...

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Cover of Akur8's white paper "Pricing analytics – an untapped value reservoir in the insurance industry"

Research & Technical paper

Insurance pricing

Pricing analytics – an untapped value reservoir in the insurance industry

Insurance pricing

Available in English

For anyone who has been around the insurance space for a significant amount of time, innovation has been rather scarce up until recent years.

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Cover page of white paper on transparent AI

Insurance pricing

Transparent AI - Fighting the good fight

Insurance pricing

Available in English

The use of AI has quickly expanded over the past few years across all sectors, driven by proven substantial financial benefits for organizations.

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Cover page of "Data transformation for insurers – now is the time" Akur8 white paper

Insurance pricing

Data transformation for insurers – now is the time

Insurance pricing

Available in English

Why insurance companies can no longer delay optimizing their data to transform how they do business

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Learn more about the solution and discover the power of our transparent AI

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