Agentifying the Mainframe: Why AI Must Understand the Systems It Serves
Techstrong.IT, Tuesday, November 3rd, 2026
Agentifying the mainframe means giving AI agents real expertise in the systems they serve, not just connecting them to it.
The author notes that every technology wave, from client-server to the internet, cloud and hybrid cloud, came with predictions that established systems would become obsolete, yet the mainframe adapted each time.
AI is different because it changes not only how systems connect but how people understand their environments, make decisions and do their work.
The article argues that to agentify the mainframe, AI must be given the expertise, context and understanding of the systems it serves.
Only then can agents help people operate, troubleshoot and modernize mainframe environments safely and effectively.