The old bots failed because they were decision trees in disguise. Ask anything off-script and they broke. The new ones are built on language models that can actually understand what a customer means, answer questions about your specific pricing and policies, and hand off to a person smoothly when it matters.
Done well, this is not just cost-cutting. A customer-facing AI feature that is fast, accurate, and on-brand can become a reason people choose you, because the experience feels easier than dealing with a competitor.
The risk is shipping something generic that frustrates people and damages trust. That is why we build these features wired into real data and dressed in your brand, not bolted on as an afterthought. The bar is simple: it should help your customer, not test their patience.