Would a bank ever call you if they saw a huge transaction?

Largely depends on the bank. We are a very small community bank, and keep close watch on the happenings in our customer's accounts. We watch for anomalies and notify our customers when things look suspicious. Generally speaking the larger the bank the harder this becomes to do, but there is a chance that the risk metrics at a larger bank might be sensitive and dialed in.