Most managers readily admit that their organizations’ databases are rife with errors that add time and expense to day-in, day-out work. Most even suspect that these problems have grown worse, not better, with the explosive growth in data. Yet they believe — or hope — that these issues won’t affect them when it comes to planning and decision-making for their company.