Financial advisors don't have a technology problem. They have an infrastructure problem.

You buy the CRM. The AI notetaker. The planning software. The dashboard. Another tool gets added because it's supposed to make the practice more efficient.

Then you look up and you've got a dozen logins, systems that don't talk to each other and data scattered across your entire tech stack.

Jessica Perez has spent more than 20 years in financial services, including senior leadership at Carson Group, and today works with advisory firms at MileMarker.

I brought her on Vaulted Views because she spends a lot of time thinking about the infrastructure underneath a modern advisory firm.

We get into what happens when your CRM, financial planning software, reporting tools and AI each have a different piece of the picture. Jessica explains why connected data matters, what a unified data infrastructure can look like, and how AI changes the conversation around what financial advisors should build, buy or partner for.

That last part is important to me.

I don't think the goal is for every financial advisor to become a technology company.

The goal is to build the right systems around the advisor so the technology does what it's supposed to do: give you more time to advise, build relationships and grow the business.

In this episode, we cover:

• How financial advisors should think about their AI tech stack
• Why adding more fintech doesn't necessarily solve the underlying problem
• What unified data infrastructure actually means
• Why AI makes clean, connected data more important
• How disconnected AI tools can create new silos
• What advisors should build, buy or partner for
• How connected technology can reduce operational work
• Why data and infrastructure can matter to the enterprise value of an advisory firm
• How AI agents could work across an entire advisory business
• Where growing financial advisors should start with AI

Jessica shares one example I thought was pretty incredible: one MileMarker partner reported saving 38 hours a month on basic reporting.

That's the kind of number I care about.

Not because reporting is exciting. Because that's 38 hours that can go somewhere else.

I want my advisors advising. I want my marketing people marketing. I want my tech people doing tech.

And if you're trying to grow an independent advisory firm, I think that's the bigger AI conversation.

Not: What's the next tool I should buy?

What infrastructure, systems and partnerships do I need to build the firm I actually want?

That's something we're thinking about every day at Quotient.

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What makes one financial advisory practice worth more than another?

You can spend 20 or 30 years building a book of business. But if you wait until you're ready to sell to start thinking about valuation and succession, you've probably waited too long.

And so I wanted to understand what this looks like from the financing side.

In this episode of Vaulted Views, I sit down with James Hughes, Head of Investment Advisory at Live Oak Bank, to talk about financial advisor M&A, practice valuations, succession planning, acquisitions, and what lenders actually look for when they're evaluating an advisory business. James has been underwriting advisor acquisitions, successions, and breakaways since 2013.

One of the ideas I want advisors to think about is pretty simple:

Build your practice to be bought long before you plan to sell it.

Because the things that can make you a stronger seller—clean systems, a transferable business, thoughtful succession planning—can also put you in a better position to become a buyer.

James and I dig into:

• What drives financial advisor practice valuations
• What makes an advisory firm attractive—or risky—to a lender
• How advisors can prepare to acquire another practice
• Why advisor acquisition financing gets turned down
• What financial advisors should understand about debt as a growth tool
• How internal succession can work when the next generation doesn't have the capital
• What advisors can do now to build a more transferable, financeable business
• Where advisor M&A may be headed next

The bigger point is this: succession starts long before the exit.

The decisions you make today — around systems, growth, ownership, and structure — are already shaping what your business may be worth tomorrow.

Every financial advisor is asking the same question:

Will AI replace me... or make me better?

That's the low view.

The vaulted view is asking a different question:

How do I use AI to become a better advisor?

In this episode of Vaulted Views, I sit down with Chris Mendoza, Head of Research at 15 Equity and one of the few people I know who lives at the intersection of artificial intelligence, investment research, and financial advisory businesses.

Chris holds a Master's in Applied Artificial Intelligence from the University of San Diego—before ChatGPT ever became mainstream—and spends his time helping advisors think differently about AI.

Not as a shortcut.

Not as a replacement.

As leverage.

Together we explore how financial advisors can use AI to improve investment research, strengthen client relationships, automate operational workflows, and build practices that become more valuable over time.

One idea from this conversation really stood out to me.

For decades, an advisor's competitive advantage was knowledge.

Today, AI has access to knowledge too.

The advisors who win won't simply know more.

They'll use AI to sharpen their judgment while spending more time doing what only humans can do: building trust, providing context, and helping clients make better decisions.

• Why AI should challenge your thinking—not replace it
• The Socratic method every financial advisor can use with AI
• How to use AI to stress-test investment ideas and planning strategies
• Why your firm's systems matter more than the AI tools themselves
• Building an AI-powered advisory practice without losing the human element
• How AI agents can streamline operations and improve advisor productivity
• Why your judgment—not your prompts—is your competitive moat
• Practical first steps for advisors who want to start implementing AI today

The firms that pull ahead over the next decade won't be the ones with access to better AI.

They'll be the ones who build better systems, develop better judgment, and create more time for the conversations that matter most.

That's the future we're building toward.

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