Vision discrepancies occur when there is a misalignment between the envisioned future of a business by its founders and the actual path the business takes. This gap can lead to various challenges, including strategic missteps, internal conflicts, and loss of focus. Understanding and addressing these discrepancies is crucial for the success of any entrepreneurial venture.