AWS says its Kiro-based SAP modernization sample agent automates ABAP analysis, conversion for S/4HANA, and testing. In an internal trial, it converted 5,854 lines across 88 programs in about four and a half hours, passed generated unit tests, and reduced effort by up to 87%. It includes more than 80 coding, security, and documentation rules, before-and-after testing, and decision records. The sample requires registration for repository access. Because enterprise code and integrations differ, full system testing and business validation remain necessary before production use.