A brief pointer to Gunnar Peterson blog: note how many fun metrics you can produce from logs (application logs, in this case).
"Metric: Anomalous behavior
Source: application logs
Expression: known good vs anomalies"
Many others here.
You'll be hearing more about application log analysis for SOA in the not-so-near future :-)