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The agency model is breaking. Not because agencies don't add value — they do. But because the delivery layer between strategy and execution has become a bottleneck that AI can collapse entirely. Consider what a mid-market company actually buys when they hire a digital agency: research, content production, campaign setup, reporting. Each of these is a defined workflow with clear inputs and outputs. That's exactly the shape of problem autonomous agents solve well. The shift isn't about replacing people. It's about removing the weeks of latency between "we need a campaign" and "it's live." When an agent can research your competitors, draft landing page copy, generate ad variants, and set up tracking — all before your Monday standup — the question stops being "should we use AI?" and becomes "why are we still waiting?"