I guess the option would be round the clock services and supervision for redirection and rehabilitation? But that has a whole host of problems and you'd likely need a dozen or so people per convict? As well as housing facilities, and specialized workers for therapy/education, etc, and then it looks a lot like prison, just without the physical walls at that point.

That's still less expensive than building, maintaining, and staffing massive prison systems.