Bias in AI systems is one of those issues that tends to get treated as someone else’s problem. That’s a mistake. When an algorithm generates unfair or discriminatory outputs, the consequences show up in the marketing P&L before they show up anywhere else. Campaigns get mistargeted based on inaccurate assumptions. Products get positioned toward the wrong audiences. Spend goes to segments that don’t reflect who your customers are.