Adopt these 5 tactics in Q4 to jumpstart success in Q1
Key takeaways:
Run small pilots before year-end - Test new AI tools or solutions now to uncover what can drive measurable business value in 2026.
Audit your data foundation - Ensure your data is accurate, accessible, and ready to power AI and personalization initiatives in Q1.
Refresh your segmentation and personalization - Use Q4 behavioral data to fine-tune customer segments and messaging for early 2026.
Align across leadership - Build executive and cross-team buy-in around your marketing and AI strategy before the new year begins.