Machine learning didn’t disappear — it embedded itself. These seven competencies define what marketers must architect, govern and measure for 2026.

In my time at McKinsey, one of the associate partners once said, “Our client may have the knowledge, but we have the skill — specifically, the problem-solving skill — to overcome the knowledge barrier ...