What Happens When Clients Get AI Access to Their Own Financial Data?

It's an exciting development with a lot of potential.

One question keeps coming to mind…

The technology is getting pretty close to making this possible – if it’s not already possible.

Imagine a client being able to open an AI assistant and ask questions about their financial life, using information directly from the systems their advisor maintains on a day to day basis.

The client is not uploading a PDF of their latest quarterly report. They’re not copying numbers from a client portal. They’re actually connecting to the underlying financial systems and data.

A client could now explore their investments, understand changes in their portfolio, review their financial plan, and better inform themselves for their next meeting with their advisor… and potentially do all of that with more context than their AI tools have access to today.

My initial reaction was probably what you'd expect.

Why would a client need API access?

The more I thought about it, the more reasonable the request seemed. This was a technically sophisticated client who wanted to do more with their own financial information.

I contacted our portfolio accounting provider to explore the possibility and the answer was a flat-out no.

I found it interesting that the same provider was perfectly comfortable giving our firm API access to that information. But the client whose financial life was represented in the data couldn't have it.

I'm sure there were legitimate security, licensing, and technical considerations behind that decision - not all of them up to the fintech provider to decide; however, the experience stuck with me.

I've always felt that the real value of these platforms was less about the interface and more about the data, calculations, and workflows happening inside. The interface was “simply” how we accessed those capabilities.

AI is beginning to challenge that model in a more accessible and realistic way.

If I can ask an AI assistant to analyze my portfolio, explain a change in asset allocation, or help me understand my financial plan, how important is it that I log into a particular application to do those things? If you asked an advisor this question, I'm pretty sure the answer would be "not that important as long as I get what I'm looking for, and it's correct". Why would this be any less true of the client experience?

I'm not suggesting the traditional client portal disappears. But I do wonder whether the next generation of client experience will be defined less by where clients log in and more by what they can do with their information.

The basic premise was that clients are increasingly using AI to research financial topics, explore ideas and prepare for conversations with their advisors. Rather than resisting that behavior, I suggested that advisors could help shape it by providing prompts that encourage better preparation and better questions.

There's a limitation to that approach, though… AI can only work with the information it has access to.

I wouldn't be surprised if some clients are already uploading financial statements, planning documents, or screenshots from their client portals into AI tools to better understand their financial lives.

That sounds miserable, so here's another way to think about it.

What if the AI misinterprets something? What if a client makes a decision based on incomplete information? What if sensitive data gets exposed? What about compliance and recordkeeping?

Yes. Those are all reasonable concerns.

Clients already misunderstand traditional reports, misinterpret performance figures, or make decisions based on incomplete information today. AI doesn't create those challenges from scratch. It introduces new ways they can happen, along with some new risks that need to be managed.

I also think there's an important distinction between giving clients access to their information and giving them unrestricted access to the systems an advisory firm uses to manage its business. These are two very different things.

A thoughtfully designed experience would need appropriate permissions, data security, auditability, and clear boundaries around what clients can see and do.

I suspect the financial technology providers would need to play a significant role in making that possible.

There's another party I think deserves more consideration in that discussion.

The client.

Certainly, there are distinctions between the client's financial information and the proprietary data, calculations, and intellectual property that a technology provider or advisory firm creates around it.

Still, shouldn't clients have a reasonable expectation that they can access and make use of their own financial information?

And as AI becomes another way for people to interact with information, shouldn't we be thinking about how to support that?

Imagine an advisor offering clients a secure AI assistant connected to their portfolio, financial plan and other relevant household information.

The firm could establish permissions, security controls, and boundaries around how that information is used. Clients could explore their financial lives, ask questions and prepare for conversations with their advisors.

The advisor would remain an important part of helping clients interpret that information and make decisions.

We've spent years building technology that helps advisors better understand their clients. Maybe it's time to think more seriously about how that same technology could help clients better understand themselves.

If it’s done right, I think it could make the relationship between advisors and their clients even stronger.