SAP reported that enterprise AI agents are shifting from proof of concept to real-world deployment as companies aim to embed generative AI into operational workflows such as finance and supply chain management rather than limiting it to chat and summarization tools. The firm said many AI applications reached about 80% accuracy during the proof of concept stage, but that core workflows require substantially higher reliability and human oversight to ensure safety and compliance.