Financial Sense: What AI can—and can’t—do for you

Data, information, knowledge, and wisdom: What AI can—and can’t—do for you

By Jason Glisczynski

In today’s world, we’re bombarded with data. Open your phone and you’ll find financial tips, economic stats, and retirement “hacks” from every direction. Google and AI tools can surface answers in milliseconds. But none of this guarantees better decisions.

Especially not when it comes to something as complex and personal as planning your financial future.

To make sense of the chaos, we need to understand the hierarchy of thought: data, information, knowledge, and wisdom. They are not the same—and mistaking one for the other is where most people go off track.

Data: raw, unstructured facts

Data is just noise—isolated numbers, headlines, spreadsheet cells. It’s the raw material. And while machines are incredibly good at collecting data, that doesn’t make it useful on its own.

Think of it like walking into a grocery store and seeing every ingredient imaginable. Sure, it’s all available—but what do you actually do with it?

Information: organized but context-free

Information is when data is arranged in a way that makes some sense. It’s sorted, labeled, and sometimes even cleaned up. But it still doesn’t know you. It’s the nutrition label without the meal plan.

We’re surrounded by information providers. Many share charts, product comparisons, or educational overviews. There’s nothing wrong with that. It’s often well-intended and sometimes helpful. But too often, it’s packaged as the answer—when in truth, it’s only the beginning of the conversation.

This distinction is critical: providing information is not the same as delivering wisdom.

Knowledge: personalized and applied

Knowledge happens when the information is applied to a specific situation. When it becomes relevant, timely, and focused. This is when someone understands how different financial strategies interact with your business, your taxes, your family structure.

Most online tools, calculators, and even some professional content stop at the knowledge level—if they get that far. But without the right context, even accurate knowledge can be misapplied. What’s tax-efficient for one person might be catastrophic for another.

Wisdom: asking the right questions

Wisdom lives one level higher. It’s about discernment. It’s the ability to step back and ask: What are we really solving for? Is this the right question in the first place? What’s the long-term consequence?

Wisdom doesn’t start with a strategy—it starts with understanding. It often looks less like a spreadsheet and more like a thoughtful pause, a tough conversation, or a reframing of assumptions you didn’t know you were making.

This is where AI hits its limit. And so do most public-facing content providers, no matter how articulate or data-rich they are.

Because wisdom requires context. It requires listening. It requires experience, empathy, and the humility to say, “Let’s slow down before we rush into tactics.”

The difference that matters

At Silvertree, we leverage technology. We respect good research. But what we really aim to provide is clarity. That means moving beyond canned strategies and generic tips to help you think through the real questions that impact your life, your wealth, and your legacy.

We don’t aspire to be just another source of financial information. We aim to be a source of wisdom—and that difference changes everything.

So next time you find yourself scrolling for answers, ask yourself:
Is this data, information, knowledge, or wisdom?
And more importantly:
Who’s helping me tell the difference?

Jason Glisczynski is co-owner and principal advisor for Silvertree, LLC. He is a CERTIFIED FINANCIAL PLANNER Professional and a Certified Private Wealth Advisor Professional, and specializes in working with business owners, executives, and workers in manufacturing.

Investment advisory and financial planning services offered through Summit Financial, LLC., a SEC-Registered Investment Advisor, doing business as Silvertree, LLC. Insurance products may be offered through Summit Risk Management, LLC., an affiliate of Summit Financial, LLC. Summit and its affiliates do not provide tax or legal advice. Please consult with your tax and/or legal advisors before taking any action that may have tax and/or legal implications.