Integrating personalization and AI into financial advice

Inside WealthTech – from the technology powering the advisor’s stack to the wealthtech companies defining the industry, we deliver the stories and strategies behind smarter advice. Each episode features candid conversations with industry leaders about the technologies, ideas, and partnerships transforming the way advisors serve clients, grow their practices, and redefine financial outcomes.

In this episode, filmed live at Schwab Impact 2025, Envestnet’s Blake Wood, Head of Strategic Partnerships, and Aaron Bauer, Head of Custodian Strategy, speak with Tyler Porterfield, Head of Platforms at Franklin Templeton about personalization, AI, the evolving role of technology in supporting advisor relationships and how WealthTech platforms like Envestnet play a critical role by bringing together asset managers, custodians, and advisor tools into a unified experience that makes personalization scalable, repeatable, and practical.

Read on for highlights of the conversation, or watch it in full, here.

Clients expect personalized advice

“I think in five years, ‘personalization’ won’t be a differentiator anymore. It’ll just be the expectation.”

Personalization has become a recurring theme across advisor conferences and product announcements, but Porterfield is clear that the term is often used loosely. What matters is how a firm defines it and what it looks like in day-to-day advisor workflows. That is where integrated wealthtech platforms like Envestnet become essential, turning personalization from a one-time configuration into an ongoing, scalable experience.

“Personalization means different things to different people,” he says.

“For some, it’s product-level, like direct indexing or customized SMAs. For others, it’s communication — how we talk to investors about their goals and progress.”

That distinction is important because it highlights where personalization is headed. In Porterfield’s view, it’s not only about tailoring exposures. It’s about tailoring the experience, including how progress is framed, explained, and reinforced over time.

Where it’s going, he adds, is toward “truly dynamic personalization.”

“Using data to continuously inform how a portfolio is managed and how advice is delivered,” Porterfield says. 

In other words, personalization becomes ongoing rather than episodic. The portfolio and the advice process should keep adapting as client needs evolve and as market conditions shift, supported by better use of data.

The implication for advisors is clear. Personalization is moving from a competitive edge to table stakes. As Porterfield puts it, in a few years it won’t be a differentiator at all, but an expectation clients assume will be built into the advice experience.

AI should be a partner, not a replacement

“We’re approaching it cautiously but optimistically. We see it as something that can enhance, not replace, human judgment.”

Artificial intelligence remains one of the most discussed topics in wealthtech, and Porterfield’s view is notably measured. He acknowledges the momentum, but grounds the opportunity in a clear boundary: AI should strengthen decision-making, not displace it.

“We’re using it internally to analyze data sets faster, identify trends, and find opportunities,” he says.

That internal use case is only part of the story. Porterfield also points to how AI changes the advisor experience, particularly in how firms support advisors with information that is easier to act on in client-facing moments.

“We’re also thinking about how it impacts distribution, how we engage advisors, and how we support them with tools that surface insights instead of just data,” he adds.

The emphasis on “insights instead of just data” is telling. At the platform level, Envestnet focuses on embedding AI directly into advisor workflows, surfacing insights where and when they are needed while maintaining the governance and transparency required in a regulated environment. In a world where advisors already face information overload, the promise of AI is not more output. It’s more signal, delivered in a way that helps advisors prioritize, communicate, and make decisions faster.

At the same time, Porterfield repeatedly returns to trust as the constraint that matters most. That’s where governance comes in.

“Of course, compliance and ethics are a huge focus,” he says. “We’re making sure we have governance frameworks in place, because trust is everything.”

How innovation and technology can strengthen trust

For established firms, innovation can create tension. How do you push into personalization, data, and new digital capabilities without diluting the brand equity built over decades?

At the start of the conversation, Porterfield tackles this dilemma head-on, emphasizing that technology must reinforce the advisor-client relationship, not disrupt it.

“Franklin Templeton has a long history, and with that comes a lot of trust — we’ve earned that over decades. So, the way we think about it is, innovation has to enhance that trust, not replace it.”

In practice, Porterfield explains, technology has to be an enabler of better advice and better decisions, not a substitute for them.

That framing also aligns with a broader strategy followed by firms like Franklin Templeton as well as wealth management platforms like Envestnet. For Envestnet, that means designing technology that works quietly in the background by integrating data, analytics, and partner solutions so advisors can deliver more consistent, confident advice without adding friction to the client experience. Whether through digital solutions, analytics tools, or newer AI-driven capabilities, the emphasis remains consistent.

“We’re really trying to keep the advisor and the investor at the center of it all,” Porterfield says. 

In an environment where technology can easily become the headline, his comments reflect a different posture. Innovation shouldn’t focus on novelty. It should revolve around reinforcing confidence.

Why you should build portfolios that start with client outcomes

“Start with ‘what are you trying to achieve?’ and then build backwards from there.”

Porterfield describes a goals-based discipline that begins with client intent and keeps the portfolio tied to real outcomes. Rather than using benchmarks as the primary reference point, the advisor’s role is to connect investments to what the client is actually trying to accomplish and to keep that plan relevant as conditions change.

“Rather than focusing just on asset allocation or beating a benchmark, we want to build portfolios that are directly tied to outcomes,” Porterfield says. “Things like retirement, education, or generational wealth transfer.”

This view shifts personalization beyond product selection. It becomes a process of anchoring investment decisions to clearly articulated goals and reinforcing those goals through ongoing communication. The portfolio isn’t just an allocation. It’s a tool to advance a defined objective.

The decline of fragmented tools and disconnected dashboards

“Advisors expect integration. They don’t want 15 logins and 10 dashboards.”

When asked about advisor pain points, Porterfield immediately points to capacity and differentiation. The operational load on advisors continues to grow, even as client expectations rise.

“Advisors are stretched thin,” he says. “Compliance, client service, portfolio management, prospecting, it’s a lot.”

That pressure creates a familiar tension. Advisors want to scale. They also want to preserve the personal experience that drives loyalty and referrals.

“So the question becomes: how do I scale my business without losing that personal touch?” Porterfield says. 

The answer, he points out, sits at the intersection of technology and collaboration.

“That’s where we think technology and partnerships come in. If we can help streamline the operational side, advisors can spend more time doing what they do best — building relationships and providing advice.”

Integration is central to that equation. Fragmented tools and disconnected dashboards don’t create leverage. They create friction.

“The more that asset managers, fintechs, and platforms like Envestnet can work together, the better the experience for the advisor and the end investor,” Porterfield says.

As he explains, partnership isn’t a marketing concept. It’s a structural necessity, and in an interconnected ecosystem, scale and differentiation depend on how well firms align behind the advisor experience.

Rapid-fire reflections

As part of Inside WealthTech’s speed round, Porterfield also offers quick takes on emerging themes shaping advisor conversations:

  • Crypto: “I think some version of it is here to stay.”
  • Blockchain and tokenization: “That’s what’s really exciting.”
  • AI in portfolio management: “Human co-pilot, no question.”
  • Analytics mistakes: “Overcomplicating it.”
  • Performance versus personalization: “Personalization.”

Taken together, his responses reinforce a consistent throughline: technology matters most when it enhances clarity, strengthens trust, and keeps the human advisor firmly in the loop.

Stay Inside WealthTech

Watch the full episode of Inside WealthTech with Tyler Porterfield to hear more about how personalization, AI, and partnership are shaping the next chapter of advisor technology.

And make sure to follow Envestnet on LinkedIn for upcoming episodes featuring leaders redefining wealth management through technology, data, and collaboration.


Learn more about Envestnet’s wealth management technology platform, turning personalization from an expectation into a competitive advantage.


All investments involve risks, including the loss of principal.

 

The information, analysis and opinions expressed herein are for informational purposes only and do not necessarily reflect the views of Envestnet. These views reflect the judgment of the author as of the date of writing and are subject to change at any time without notice. Nothing contained in this piece is intended to constitute legal, tax, accounting, securities, or investment advice, nor an opinion regarding the appropriateness of any investment, nor a solicitation of any type.

 

There are risks inherent in AI technology and its application in the financial sector, including embedded bias, privacy concerns, outcome opaqueness, performance robustness, unique cyberthreats, and the potential for creating new sources and transmission channels of systemic risks. Trends or potential transactions identified by AI are for informational purposes only and are not to be construed as an instruction to take any specific action. Envestnet, Inc. and its subsidiaries and affiliates are not responsible for any decisions or recommendations you may provide to your clients.

 

Franklin Templeton and Envestnet are separate and unaffiliated firms. This material should not be construed as a recommendation or endorsement of any particular product, service, individual or firm.

 

Envestnet maintains partnerships and integrations with a majority of the firms featured and additionally, may collaborate or have established relationships with certain individuals.

 

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