White Paper: From AI Proof of Concept to Production

Abstract:*

The integration of artificial intelligence into the insurance industry holds great potential for increasing efficiency and improving customer experience. However, companies often face challenges when transitioning from Proof of Concept (PoC) projects to production-ready solutions, particularly in terms of data foundations, scalability, and system integration. A central AI platform can help overcome these hurdles and create long-term business value. This white paper explains why many PoCs fail and outlines the technical and organizational prerequisites for success.

*Disclaimer: Whitepaper is written in German. 

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"The teams at QAware impress me with their ability to quickly familiarize themselves with our complex systems, precisely identify core issues, and present them clearly to both management and engineering teams. This expertise has significantly improved both technical implementation and strategic decision-making, forming the foundation for our mutual success."

(translated into English)

Jörg Jonuleit
Head of Software Development, SHD Einzelhandelssoftware GmbH
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