AI made marketing production faster to start, yet teams still miss launch dates. The bottleneck was never copywriting, and fixing it takes more than faster drafts.
Key takeaways
- In Knak's 2026 survey of 300+ enterprise marketing leaders, 85% of teams still missed at least one campaign launch date last year, despite heavy AI adoption.
- 82% still spend at least half their time on production rather than planning or strategy, the exact opposite of what AI was supposed to deliver.
- AI mostly accelerates the first draft, but 88% of teams say its output still needs moderate or substantial human editing.
- The real bottleneck is downstream: approvals, coordination, and the extra decisions that more AI-generated options create.
- Vanaxity's recommendation: map your workflow, apply AI to the actual bottleneck, generate fewer options than you can't evaluate, and measure cost per launched campaign, not per draft.
📖 Read the full guide on Van Data Team → Why AI Speeds Marketing Production but Not Time to Launch
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