Bank of America Deploys AI to 25,000 Advisors

Your bank just got an AI upgrade — whether you asked for it or not

Bank of America is rolling out AI-powered tools to all 25,000 Merrill Lynch advisors and 4,800 Private Bank bankers across more than 600 offices nationwide. The system, called AI-Powered Meeting Journey, automates how advisors prepare for client meetings, take notes during conversations, and generate follow-up action items afterward.

This is not a pilot. It is a full-scale deployment at the largest wealth management firm in the United States. If you bank with Merrill or BofA Private Bank, AI is already shaping the advice you receive.

What the AI actually does

The system handles three phases of every client interaction:

• Before the meeting: AI pulls together client portfolio data, market research, and relevant account history into a prep package. Work that used to take an advisor 30 to 60 minutes now takes seconds.
• During the meeting: AI-powered transcription captures the conversation and flags key topics, concerns, and commitments in real time.
• After the meeting: The system generates summaries, identifies action items, and queues follow-up tasks for the advisor’s team.

Bank of America built this on Salesforce’s Agentforce platform, which creates AI agents that handle specific workflows. The bank started with roughly 1,000 advisors in early testing, then expanded to the full advisory workforce after validating the results.

The scale matters. Fortune reported that BofA’s strategy is “build once, deploy everywhere” — meaning this same AI infrastructure will likely expand into small business banking, lending, and customer service divisions next.

Why small business owners should pay attention

This is not just a story about wealthy clients getting better service from their financial advisors. It signals three shifts that directly affect small businesses.

Your banker knows more about you than ever

AI-prepared meeting briefs mean your banker walks into every conversation with a complete picture of your accounts, recent transactions, and financial patterns. That sounds helpful — and it can be. But it also means your banking relationship is increasingly shaped by what an algorithm surfaces as relevant, not by what your banker remembers from years of working with you.

For small businesses in tight-knit Appalachian communities where banking relationships are personal, this is a real change. The banker who knew your business by name now relies on an AI summary that treats you like a data profile.

Independent advisors face a technology gap

Independent financial advisors and smaller community banks do not have the resources to build tools like this. Bank of America reportedly spent billions on AI infrastructure. A three-person advisory firm in Charleston or a community bank in Beckley cannot match that investment.

This creates a service gap. Clients at major banks get AI-optimized advice, faster responses, and automated follow-ups. Clients at smaller firms get the same human-only service they have always had — which is personal and valuable, but increasingly outpaced on speed and data analysis.

The opportunity for independent advisors is clear: adopt AI tools at a scale that fits your practice. You do not need Bank of America’s budget. You need tools that handle the same repetitive tasks — meeting prep, client research, follow-up scheduling — so you can focus on the relationship-driven work that big banks are automating away.

AI-driven lending decisions are next

The meeting tool is just the visible layer. Underneath, banks are deploying AI across lending, credit assessment, and risk analysis. McKinsey research shows agentic AI is already redefining banking operations, with institutions projecting a 20 percent increase in operational efficiency from AI agents.

For small business borrowers, this means loan decisions increasingly rely on algorithmic analysis of your financial data — transaction patterns, cash flow trends, and alternative data points — rather than a loan officer’s judgment. That can work in your favor if your numbers are strong. It can work against you if your business has seasonal patterns or irregular revenue that an AI model was not trained to understand.

Our take

Big banks adopting AI at this scale is inevitable and, in many ways, positive. Faster meeting prep means your advisor spends more time listening to you and less time reading spreadsheets. Automated follow-ups mean fewer things fall through the cracks.

The bottom line: AI is not replacing your banker. It is replacing the busywork your banker used to do manually — and that changes the relationship whether you notice it or not.

The concern for small businesses is not the technology itself. It is the asymmetry. Large institutions are deploying AI tools their smaller competitors cannot afford, and small business owners are on the receiving end of algorithmic decisions they cannot see or question.

We wrote about this dynamic when the Treasury launched its AI Innovation Series for financial services last month. The regulatory environment is shifting toward AI adoption. The question is whether small businesses and their community bankers get left behind.

What you should do

1. Ask your bank what AI tools they use. You have a right to understand how your data is being analyzed and what role automation plays in your banking relationship.
2. Review your financial data hygiene. If AI is analyzing your transaction patterns and cash flow, make sure your books are clean. Messy financials that a human banker could interpret in context may confuse an algorithm.
3. Explore AI tools for your own financial operations. If Bank of America can automate meeting prep and follow-ups, you can automate invoicing, expense tracking, and financial reporting. The same efficiency gains apply at every scale.

Small businesses in Appalachia already work with thinner margins and fewer resources than their urban counterparts. When your bank upgrades to AI, you should too — not to match their spending, but to make sure the technology gap does not widen further.

If your business needs help evaluating AI tools for financial operations or client management, get in touch. We help small businesses adopt AI at a scale and price that makes sense.