Birmingham Water Works (BWW) is a big water system in a drought-stricken region. Leaks are an obvious concern, and in 1999 the nonrevenue water percentage had crept up to an expensive and unacceptable 25 percent.

With 600,000 customers and more than 4,000 miles of mostly ductile...