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Effective date routing for insurance rate changes in Akur8 Deploy

Rate Changes Without the Chaos: Akur8’s Effective Date Routing

P&C pricing • 5-minute read

What happens when rates change between quote and bind? Learn how effective date routing handles the transition.

Texas private passenger auto data

The Race to Market: Competitive Dynamics in Texas Private Passenger Auto

P&C pricing • 5-minute read

Our analysis of 2020–2024 Texas private passenger auto data reveals how carriers responded to changing loss costs. Explore the full Akur8 Discover analysis.

Akur8 actuaries Leonardo Stincone, Mateus Tannous, and Suguru Fujita playing music on stage at International Week 2026.

🎙 The Actuarial Angle - Music and Mathematics: Why So Many Actuaries Play an Instrument

P&C pricing • 5-minute read

Picture a band rehearsal. One player locks in the tempo. Another finds the harmony. A third decides how the passage should feel. Now picture a pricing meeting. One person works through the data. Another stress-tests the assumptions. A third makes the judgment call.

an atom-like structure with a trust symbol at the center

Building AI that Actuaries Can Trust

P&C pricing • 5-minute read

Software bugs surface in days, but an actuarial modeling error can take years to appear in loss experience. In this article, Akur8's COO and Head of AI Transformation explain how those realities shaped the way they built AI that actuaries can actually trust.

a workflow visualization with AI at the center

What AI Transformation Actually Looks Like

P&C pricing • 5-minute read

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.

Beyond Actuary vs Data Scientist: the Hybrid Role Insurance Needs

🎙️ The Actuarial Angle: Beyond Actuary vs Data Scientist: the Hybrid Role Insurance Needs

P&C pricing • 4-minute read

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.