Apply the SMART framework — Specific, Measurable, Achievable, Relevant, Time-Bound — to force precision that vague ambitions like “use more AI” never get. Specific means naming what improves and how AI contributes (“increase click-through on weekly promotional emails using AI-driven dynamic content keyed to purchase history”). Measurable means attaching a number and a documented baseline; Achievable means a realistic target given your data, skills, and tools; Relevant ties it to a business outcome like retention; Time-Bound sets a deadline. A complete goal reads like: “Increase promotional-email CTR from 3.2% to 6% by end of Q2 using AI dynamic content tailored to purchase history” — every clause carrying the capability, the numbers, the deadline, and the rationale.
Full guide → Defining SMART Goals and Strategic KPIs for AI Adoption
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