We present a system for decision support in telecommunications. History data describing the operation of a telephone exchange
are analyzed by the system to reconstruct understandable event descriptions. The event descriptions are processed by an algorithm
inducing rules describing regularities in the events. The rules can be used as decision support rules (for the exchange operator)
or directly to automate the operation of the exchange.