What causes the automatic transmission light to come on?

What is your question?

When the light comes on the car moves slowly as if the parking brake is on. If I shut the car off and restart it the problem goes away. This happens mostly when the car has been sitting for awhile...usually first thing in the morning or when leaving work at the end of the day. I know it is a transmission thing but am hoping not gonna cost a fortune to fix!