Knowing (or estimating) the product demand

Why is knowing (or estimating) the product demand so crucial for a firm? What are the differences between estimating and forecasting demand? In your response, include an example of a business that has suffered from poorly forecasting the demand of its products. Evaluate how or why the business made such a mistake.