The Fear Is Real. The Framing Is Wrong. In 2026, the most common question I get from agency leaders isn't "which AI tool should we use?" It's "should I be worried about my team's jobs?" That fear is understandable. It's also pointed at the wrong target. The actual threat to agency teams isn't a reasoning model writing copy. It's the six hours a week each person spends on tasks that require no judgment at all: reformatting briefs, pulling performance data, organizing research, writing first-draft outlines that everyone rewrites anyway. McKinsey's research on the future of work found that automation and AI are more likely to augment work by eliminating repetitive tasks rather than replacing workers entirely, allowing employees to focus on higher-value creative and strategic activities ( McKinsey, "The Future of Work After COVID-19" ). That finding matches what we've seen building automation pipelines for agencies. The displacement isn't happening at the creative or strategic layer.…