The AI E-Commerce Stack: Conversion Rates That 3x Overnight

Legacy e-commerce platforms are hitting a ceiling. The new AI commerce stack — agentic assistants, dynamic merchandising, generative product descriptions, personalized hero imagery and predictive inventory — is driving 2–3x conversion rate lifts across our portfolio. We detail the reference architecture, tooling choices, and rollout phases to get there safely.