Java’s long history in enterprise back-ends means many organizations already have Java-based systems. Leveraging Java for AI allows integration into those systems without wholesale rewrites. As noted in industry commentary, Java’s runtime maturity, garbage-collection optimisations and JVM performance stability make it a serious contender for production AI use.