Is general mistrust of AI a hindrance to businesses adopting AI for client-facing tasks?

No, I don't think it will be a hindrance if it's done properly.

A Quick Story

My doctor sent a prescription to a large pharmacy chain. They use virtual agents to answer the phone. I called to check if my prescription was ready and the virtual agent told me it hadn't been sent. That wasn't true. It had been sent but was rejected because of an error in the quantity.

I spent days going back and forth between my doctor and the virtual agent, getting nowhere. Finally I asked to be transferred to a human being. That person checked and gave me the real answer in two minutes. The prescription had been rejected and needed to be resubmitted with the correct quantity.

Where It Went Wrong

I doubt every customer service representative has memorized proper quantities for every type of drug. There was clearly a portal or application that shows representatives things like errors, rejection reasons, and prescription status. The virtual agent could have had access to the same information.

The problem wasn't that the technology isn't ready. The problem was that nobody took the time to give the virtual agent the same tooling and access that the human representative had. It worked fine for the happy path where the prescription arrives perfectly and everything is in order. The moment something went wrong, it fell apart.

Why This Matters More for Small Businesses

I went through all of this because the prescription was from a specific manufacturer and I had no alternative. I'm only their customer because I have to be. Small businesses don't have that luxury. If your customer hits a wall with your virtual agent, they can switch to your competitor that afternoon.

What to Do About It

Take the time to think through the unhappy paths. What happens when an order has a problem? When a customer's situation doesn't fit the standard flow? Get help with this. If nothing else, use ChatGPT, Gemini, or Claude to walk you through every scenario that could go sideways.

Also remember that people will test your system for fun. Prompting it in a way to get it to reveal your data or do things you didn't intend is going to happen. Prepare for it.

The Real Trust Builder

The businesses that earn trust with AI won't be the ones that avoided it. They'll be the ones that put in the work to make it useful when things aren't perfect, not just when everything goes right.