Artificial intelligence integrates into core business infrastructure

Artificial intelligence is transitioning from an experimental tool to core business infrastructure across various sectors. In the insurance industry, companies like Lemonade are using automation to manage claims, with Lemonade reporting that its system, Jim, handled 96% of initial notifications by late 2025. However, some adjusters have reported errors and “AI fatigue” during the claims process.

In corporate finance, AI is being used to validate expenses and process documentation in real time, significantly reducing manual labor. Within enterprise software environments, such as SAP projects, generative AI is accelerating development phases, including supply chain forecasting and custom code conversion, with some tasks seeing up to an 80% reduction in effort.

As AI becomes integral to value chains and product lifecycles, experts warn of increasing dependency on a few major technology providers. This shift is driving a focus on digital sovereignty, prompting companies to re-evaluate their infrastructure to ensure resilience and control over sensitive data through multi-sourcing and open-weight models.