Actuarial

Pricing

Reservierung

Life

Actuarial

Insights

Even as a software company built on machine learning and data science, AI adoption at Akur8 did not come easily. In this article, the COO and Head of AI Transformation share what enterprise AI transformation actually requires.

An Actuarial Data Scientist is an actuary who is also fluent in machine learning. The role blends a deep grounding in insurance with modern analytical techniques.

In this article, we break down the three generations of AI, why actuaries face a higher bar than most professions, and what the right agentic AI actually looks like in a pricing workflow.

Building a strong pricing model is key for actuarial teams, but it is only one part of the journey. For the model to create business value, it needs to move through data pipelines, product requirements, IT systems, governance processes, and deployment workflows before it can reach production. That journey rarely belongs to actuaries alone.

Transparenz und Governance im Pricing-Prozess hilft Versicherern dabei, die Nachvollziehbarkeit zu verbessern, die Compliance zu stärken und mit erklärbarer KI Vertrauen aufzubauen.

Die Debatte um GLM versus GBM beschäftigt die aktuariellen Kreise seit Jahren. Dabei geht es weniger darum, welches Modell grundsätzlich „besser“ ist, sondern vielmehr darum, genau zu verstehen, wann welches Modell den größten Mehrwert liefert.