Successfully scaling artificial intelligence across insurance organisations requires more than promising pilot projects—it demands the right technology foundation, governance, and operating model. These themes are explored in the new InsurLab Germany anthology, Scaling AI: From Pilot to Performance Across the Insurance Value Chain, which features a contribution from Peak3 CTO Winter Gao on how insurers can scale AI through the strategic combination of an AI Middle Platform and a modern insurance core system.
InsurLab Germany is one of Europe's leading innovation ecosystems for the insurance industry, bringing together insurers, technology providers, startups and research institutions to accelerate digital transformation and foster collaboration across the sector.
Peak3's Perspective on Scaling AI in Insurance
In his chapter, Winning in the Agentic AI Era: The Strategic Synergy of AI Middle Platform and Modern Core System for Insurance Companies, Winter Gao examines why many insurers struggle to move beyond isolated AI initiatives. While organisations continue to invest heavily in AI, lasting business value depends on building reusable AI capabilities on top of modern, API-enabled core systems rather than treating each use case as a standalone project.
Peak3's technology approach reflects this philosophy. By combining a modern insurance core platform with an AI Middle Platform, insurers can centralise AI capabilities, reduce duplicated development efforts, strengthen governance, and accelerate the deployment of AI across multiple business functions. The result is a technology architecture designed to support scalable innovation while maintaining operational resilience.
"An AI Middle Platform centralises AI capabilities, eliminates redundant development, and enables reusable AI services across the enterprise, while a modern core system provides the speed, integration and operational stability needed to realise AI at scale."
Winter Gao, CTO, Peak3 (adapted from his contribution to the InsurLab Germany anthology)
Insights from the InsurLab Germany Anthology
The anthology brings together perspectives from insurers, technology companies and industry experts across the insurance value chain, examining how organisations are progressing from experimentation to enterprise-wide AI adoption. Rather than focusing solely on individual AI use cases, the publication highlights the organisational, technological and governance capabilities required to scale AI successfully.
Across the collection, a consistent message emerges: successful AI transformation requires more than deploying new models. Sustainable value comes from integrating AI into core business processes through modern architectures, clear governance, reusable capabilities and strong organisational alignment. These principles are echoed throughout Winter Gao's contribution, which outlines how insurers can build the foundations needed to realise long-term value from Agentic AI.
To learn more, download the full Scaling AI: From Pilot to Performance Across the Insurance Value Chain anthology.
Interested in learning how modern core systems and AI platforms can help insurers scale AI beyond isolated pilots? Get in touch with us to explore how Peak3 is helping insurers build the technology foundation for the Agentic AI era.
