The Progress Board is a tool used to manage lean startup experiments and measure business progress. It involves extracting key hypotheses, designing tests to validate or invalidate hypotheses, moving test cards as experiments are conducted, capturing learnings, and defining if progress was made, a pivot is needed, or more testing is required. The overall goal is to avoid failure by testing business ideas through experiments before fully committing resources.