The expression "back to the drawing board" is used when a plan or course of action needs to be changed, often drastically; usually due to a very unsuccessful result; e.g., "The battle plan, the result of months of conferences, failed because the enemy retreated too far back.
The phrase was coined in the caption to a Peter Arno cartoon of The New Yorker of March 1, 1941 ( cartoon) .