Predictive and generative AI reshape underwriting and pricing

Artificial intelligence is no longer just a buzzword in insurance. It now powers product design, pricing, and customer engagement, transforming how insurers operate.

Artificial intelligence is no longer just a buzzword in insurance. It now powers product design, pricing, and customer engagement, transforming how insurers operate.

As Adrian Coupland, Head of EMEA Insurance at Earnix, explained, predictive AI has long been the foundation of the Earnix platform. Insurers rely on Earnix across underwriting, pricing, rating, and personalisation cycles, ensuring decisions are data-driven and strategically aligned.

Generative AI is opening new business opportunities. Together with predictive AI, it enables better decision-making, more efficient processes, improved compliance, and tailored coverage at the right price.

Predictive AI: the backbone of Earnix

Predictive AI is the capability on which Earnix was built. The platform analyses vast datasets to produce actionable models that anticipate customer demand and improve loss ratios. Models can be developed, tested, and deployed quickly, allowing insurers to respond to market changes without delays.

Applications span high-premium commercial policies requiring complex risk evaluation to consumer-focused products needing rapid price comparisons. Predictive AI ensures decisions are data-backed, aligned with business goals, and scalable. The challenge shifts from prediction to governance, explainability, and trust.


Governance and compliance built in

Transparency and defensibility are essential in insurance. Earnix ensures every model is fully governed and explainable, critical in a sector where pricing transparency and regulatory compliance are non-negotiable.

AI cannot operate as a black box. Earnix allows insurers to demonstrate how models are built, prices derived, and decisions made. Governance frameworks for predictive AI also apply to generative AI, ensuring outputs are auditable, consistent, and compliant.


Shaping the next phase

Generative AI powers real-time, adaptive guidance. It can help agents ask the right questions, recommend products, or generate code and insights through the Earnix Copilot.

Earnix’s acquisition of Zelros combines predictive modelling with generative recommendation capabilities, enabling insurers to deliver the right offer at the right price when it matters. The unified platform supports personalised, data-driven interactions across underwriters, pricing teams, and front-line agents.

Gradual adoption

Implementing AI is a gradual journey. Some insurers are ahead, while many are just beginning. Demand is rising as companies aim to stay competitive, leverage more data, and improve profitability. Those who hesitate risk falling behind. As Coupland noted, innovators pave the way, and the rest often follows faster than expected.

Earnix helps insurers harness both predictive and generative AI to transform operations, pricing, and customer interactions. AI is no longer optional—it is essential to compete and thrive.

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