Insurity urges insurers to retain AI ownership

Insurity, a cloud-software provider serving property-and-casualty carriers, is urging insurers to rethink who holds the reins on the artificial intelligence that powers their core processes. As platform vendors accelerate the integration of AI, the firm emphasizes an AI-native strategy that leaves models, data and decision-making under the carrier’s own supervision.

Founded over a decade ago, Insurity has built a suite of cloud-based tools that help insurers manage underwriting, claims handling and policy administration. Its customers range from regional carriers to large national insurers, all of which rely on the company’s technology to streamline operations and improve customer service. By delivering its solutions through the cloud, Insurity enables carriers to scale quickly while maintaining a consistent technology stack.

Across the industry, a growing number of software vendors are adding AI capabilities to their platforms. These vendors promote machine-learning models that can predict risk, automate routine tasks and suggest pricing adjustments in real time. The rapid rollout of such features has sparked a debate about who ultimately owns the algorithms and the data that feed them.

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Insurity argues that carriers should retain ownership of the AI components that influence underwriting decisions, claims outcomes and pricing structures. The company’s AI-native approach means that insurers can train models on their own data, adjust parameters to reflect local regulations and audit outcomes without relying on a third-party black box. By keeping the intellectual property in-house, carriers can avoid unexpected changes that might arise from external updates.

When carriers relinquish control of AI models to outside providers, they may encounter challenges related to data privacy, regulatory compliance and the ability to explain decisions to regulators. Loss of visibility into how a model reaches a conclusion can hinder an insurer’s capacity to justify premium calculations or claim denials, especially in jurisdictions that demand transparent underwriting practices.

To support carriers in adopting this approach, Insurity provides a set of tools that enable model development, testing and deployment within the insurer’s own environment. The platform includes data-preparation utilities, model-training interfaces and monitoring dashboards that give insurers a clear view of performance metrics. By offering these capabilities, the firm aims to reduce reliance on external AI services while still delivering the benefits of advanced analytics.