Ashu Dubey is the Co-founder and CEO of Alhena where he is building transformative customer experiences using Agentic AI. Before Alhena, he drove product growth at LinkedIn.
Most ecommerce teams compare platform subscription costs against developer salaries and call it analysis. This five-dimension framework covers the hidden costs on both sides: time to value, engineering talent, ecommerce complexity, maintenance burden, and competitive differentiation.
Every new market means new agents, new training, new shifts. At $35K to $55K per agent annually, five languages cost $350K+ before overhead. A multilingual chatbot handles 90+ languages from a single deployment with ecommerce-native localization that goes beyond translation.
Most AI shopping assistants fail because teams evaluate subjectively. This three-scoreboard framework gives you specific KPIs and target ranges to define before deployment, covering revenue, efficiency, and quality metrics with a 60-day ROI test.
42% of companies scrapped their AI initiatives in 2025. If your ecommerce AI trial produced no measurable conversion uplift, here are five reasons it failed and a practical evaluation framework for getting it right on the second attempt.
Sizing questions make up 40 to 60% of inbound support volume for apparel and footwear brands. Static size charts don't work. A two-surface AI solution, chat widget plus smart PDP FAQs, eliminates these tickets while lifting conversion and reducing returns.
Only 13% of ecommerce customers receive proactive service, yet 90% find it valuable. This guide covers six AI-powered proactive customer service examples, from shipping delay alerts to contextual cart recovery, with measurement frameworks and real brand results.