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Alhena’s 2026 Agentic CX Stress Test found that all 15 live deployments could answer questions, but only 4 could complete tasks. Learn how to evaluate AI CX benchmarks through transparent methodology, clear metrics and published failures.
AI agents go beyond answering questions. Learn the six capabilities that separate agentic AI assistants from answer-only chatbots, from completing tasks and selling in-chat to responsible memory, vertical expertise, and safe escalation.
AI agent memory can make ecommerce conversations more useful across sessions, but only when shoppers understand and control what is remembered. Learn the principles for transparent, privacy-conscious AI memory.
Photo inputs give AI shopping agents signals shoppers cannot easily type, from undertone and hair condition to room scale and fit. Here’s what good visual reasoning looks like, where agents fail, and why limited-purpose image handling matters.
The best AI agents do not answer everything. Learn how safe restraint, transparent memory and seamless human escalation build more trustworthy customer experiences.
Ten questions from Alhena's 2026 test of 15 live AI agents. Most deployments answer yes to two or three. Question 8, whether it remembers you tomorrow, was cleared by exactly one of them.