The phrase often relates to times when there is intense stress or demand. During the new product launch, the marketing team had to go into overdrive.
Pro Tip 2/2
Temporary State
This phrase implies a short, intense burst of activity, not a permanent change. When the flood warning was issued, the townspeople went into overdrive filling sandbags.