Generic AI invents health claims your brand is liable for. This guide maps the FDA structure/function boundary, the FTC substantiation standard, the documented cases where AI health advice went wrong, and a six-part checklist for a compliance-aware agent that answers on-label.
AI hallucinations in ecommerce look like invented studies, wrong specs, and expired promos. Alhena AI's flagged conversations catch errors through real-time source tracing and automated quality control.
An operational guide to AI agent assist for ecommerce. Four before-and-after workflows showing how AI copilot tools cut response time by 56%, double resolution rates, and make new agents perform like veterans from day one.
Most AI pilots fail because of vague goals and bloated scope. This 5-step guide shows ecommerce leaders how to run a focused, low-risk AI pilot that produces a clear decision in 4 to 8 weeks.
Most AI chatbots degrade as products and policies change. Alhena AI self-improves from every interaction using auto-generated FAQs, human feedback loops, Guideline Studio, Conversation Debugger, and Smart Flagging.
Most ecommerce brands rely on interruptive pop-ups that train shoppers to close everything. AI-driven contextual nudges read behavioral signals in real time and convert hesitation into action, lifting add-to-cart rates 15-35% without annoying shoppers.