Flying to New York this time was my first missed flight. I clearly did not heed my boss' experience of facing long lines at security early in the morning. Also forgot that Pearson does US customs before boarding the plane. But AA was amazingly gracious and sent us to the next flight out to DC and transferred there for no cost.
The silver lining of approach New York from the south is flying over the city before landing: