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Case study · Banking

Bank of America's Erica has passed 3 billion customer interactions

A decade of conversational AI in one of the most regulated industries there is.

What they did

Bank of America's virtual assistant Erica has surpassed 3 billion client interactions since its 2018 launch, serving nearly 50 million users and now averaging more than 58 million interactions a month. The bank has reported that Erica reduced internal IT service-desk calls by about 50%.

One honest clarification belongs here: Erica is primarily an in-app and voice assistant, not a phone-line agent. We include it because it is among the most convincing proof that conversational AI works at massive scale in a heavily regulated, trust-sensitive industry, where the tolerance for a bad automated interaction is close to zero.

3B+
client interactions
~50M
users
-50%
internal IT desk calls

The trend behind it

When banks, of all institutions, put conversational AI in front of tens of millions of customers and keep expanding it, the technology has clearly cleared the trust bar for everyone else.

How an AI voice agent handles a call like this

Under the hood, a modern AI voice agent is nothing like the old phone tree. It answers in under a second, understands natural, interrupted, real-world speech instead of "press 1 for sales," and holds a genuine back-and-forth, including the corrections and half-sentences people actually use on the phone.

Mid-conversation it pulls context from your calendar and CRM, checks real availability, and books or reschedules on the spot. It captures the caller's name, number, and reason for calling, hands off to a human only when something genuinely needs one, and the instant the call ends it texts you a summary and logs every detail.

Just as important is what the agent does when it cannot help. A well-built one knows its limits: it recognizes an emergency, an unusual request, or a frustrated caller, and hands the conversation to you or your on-call person with the full context already attached, so nothing has to be repeated. It never leaves someone stranded in a loop. That balance, handle the routine flawlessly and escalate the rest cleanly, is exactly what makes it safe to put on your main business line rather than a side number.

What this means for your business

Erica is proof of scale and trust. Your agent applies the same conversational technology to the simpler, higher-leverage job of answering your calls.

The reassuring read for a small business: if a bank trusts AI with billions of customer interactions, a cleaning or plumbing company can trust it to answer the phone and book a job.

None of the brands here adopted this for novelty. They did it because the phone is expensive to staff, unforgiving when it goes unanswered, and full of repetitive questions that a trained agent can handle better than a distracted human juggling three tasks. That logic does not get smaller as the business does, it gets sharper.

The economics are what make this matter for a small business even more than for a giant. A single missed call can be a job worth hundreds or thousands of dollars, and unlike an enterprise you do not have a room full of other reps to catch the overflow. An agent that answers every call, qualifies it, books the work, and texts you the summary is not really a cost, it is the cheapest and most reliable full-time receptionist you will ever put on your phones, working nights and weekends without complaint.

How we would build it for you

The difference for a small business is that you build none of it. We do. It starts with a 30-minute intake call where we capture your services, pricing, hours, and the questions your customers ask most. We write the scripts, build and train the agent, connect your calendar and CRM, and test every flow before it touches a live caller. Most agents go live on a dedicated number within five business days, and we keep tuning as your business changes.

Common questions

Will my callers know they are talking to AI?

Most do not ask. The voice is natural and it answers in under a second. When someone does ask, they rarely mind once the call goes smoothly. The fastest way to judge it is to call our demo line and hear it yourself.

How long until it is live for my business?

Usually five business days from your intake call. We build, train, and test it for you, then it goes live on a dedicated number.

What does it connect to?

Google Calendar, Outlook, Calendly, your CRM, and SMS, so it can book in real time and keep your records current after every call.

Bring this to your business

The brands above had teams and budgets. You get the same capability, done for you, on your number, in about five days.

Sources: Bank of America Newsroom

The Boring Agency is not affiliated with, sponsored by, or endorsed by the companies named on this page. All trademarks and brand names belong to their respective owners. This article summarizes publicly reported information for industry context and links to the original sources.

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