Maddy Poitras' defensive steal with 35 seconds left set up the game-winning possession. Lathrop launched a three-pointer from the right wing as time expired, banking the ball off the glass to secure the win.
The Hawks advance to face top-seeded Gray-New Gloucester on Wednesday at The Expo.