Why JPMorgan, Vanguard, and Fidelity Are Investing in Behavioral Intelligence
Behavioral Intelligence Brief #6
If you're still debating whether behavioral data is worth the investment, the three largest names in wealth management already answered that question for you.
JPMorgan, Vanguard, and Fidelity aren't dabbling in behavioral science as a side project. They've built dedicated teams, published original research, and redesigned client experiences around a single premise: the real driver of financial decisions isn't demographics or account activity, it's motivation. And they're not doing it for the sake of research. They're doing it because it moves two numbers marketing and growth leaders are measured on: conversion and retention.
JPMorgan: Behavioral Science as a Formal Discipline
JPMorgan Private Bank employs a dedicated head of behavioral science, Jeff Kreisler, whose team works on two fronts: helping advisors recognize the emotional and psychological factors behind a client's money decisions, and building frameworks advisors can lean on during high-stakes conversations, from sudden wealth to business transitions. The team preps advisors to spot a client's unique motivations and concerns while producing thought leadership to help clients understand the psychology behind their own choices, treating money decisions as emotionally complex rather than purely financial. The goal isn't to turn advisors into therapists (Kreisler is careful to say he's neither a consultant nor a therapist himself). Instead, it's to give them a structured way to read what's actually driving a client, before the client has to explain it.
That matters just as much before the sale as after it. An advisor who understands what's actually driving a prospect walks into the first meeting already knowing how to frame the conversation. It shortens the sales cycle instead of starting from zero. And it matters for retention, too. The firm's own behavioral science lead has pointed out that deep advisory relationships compound across generations: when a client feels genuinely connected to their advisor, their family doesn't leave for another bank when that client passes away. Understanding motivation isn't just a conversion tool, it's a multigenerational retention strategy.
Vanguard: Quantifying the Value of Understanding Behavior
Vanguard has gone further, putting a number on it. The firm's research found that behavioral coaching is the single most influential thing an advisor can do for a client, adding roughly 150 basis points of value on average, more than fund selection, more than asset allocation. That's a direct, quantified argument that reading behavior beats guessing at demographics.
Vanguard's behavioral economics team, led by Andy Reed (previously at Fidelity), studies why investors act against their own stated interests, and why that gap is so persistent. His research explores how portfolios and decisions are shaped by emotion, cognition, behavioral biases, and risk preferences, and he's been direct about the stakes for advisors: all of Vanguard's research shows that early conversations and early money experiences shape investor behavior decades later. Firms that understand what's driving a prospect early aren't just improving one conversion, they're setting the trajectory of a relationship that can last a lifetime.
Vanguard has also operationalized this at scale through what it calls the ACE framework (attentiveness, commitment, and empathy), using behavioral benchmarks to identify where investors fall short and designing targeted nudges to close those gaps. The result: reminders and automated investing options have moved billions of dollars out of cash and into diversified portfolios. Behavioral insight, in other words, isn't theoretical. It moves real assets.
Fidelity: The Personalization Gap Is the Opportunity
Fidelity's own research puts a number on the size of the opportunity being left on the table. In a recent Fidelity study, more than half of investors, 54%, said their advisors don't offer any customized digital experiences. That's not a small niche of clients falling through the cracks. That's the majority of the market being engaged with generic, one-size-fits-all outreach, exactly the "volume over signal" problem that's quietly capping both pipeline conversion and client lifetime value.
Fidelity's response has been to push advisors toward a structured approach to understanding clients before trying to convert or retain them: collecting the right information throughout the client journey, capturing it somewhere accessible, and capitalizing on what's been learned, all while demonstrating genuine compassion. The firms closing this personalization gap first are the ones winning the next generation of assets, and keeping the clients they already have.
What This Means for the Rest of the Industry
JPMorgan, Vanguard, and Fidelity have already proven the thesis: behavioral intelligence improves conversion, strengthens retention, and helps firms build relationships that last. The challenge is no longer whether behavioral science matters. It is how to operationalize it across an organization without asking every advisor, manager, and employee to become a behavioral finance expert.
Knomee operationalizes the science across the enterprise, making it usable across teams, and integrating it into the systems and workflows firms already rely on. We start where the growth opportunity is most immediate: prospect conversion. Knomee gives prospects an engaging experience they cannot get elsewhere, helping them clarify what matters, articulate their goals, and surface the context advisors need to be genuinely useful from the first conversation.
As those interactions accumulate, firms gain a proprietary, consent-based behavioral intelligence layer that improves personalization, supports more productive employees, and compounds in value across the client lifecycle. For firms of any size, the opportunity is the same: understand people earlier, serve them better, and turn that understanding into sustainable organic growth.
The largest players in wealth management have already placed their bet on behavioral intelligence. Knomee makes that capability practical, scalable, and available across the industry.
Sources
JPMorgan Chase, How Behavioral Science Is Transforming Trust at JPMorganChase
The Financial Brand, How Can Banks Benefit from Behavioral Science? JPMorgan Chase's Jeff Kreisler Explains
Morningstar, Andy Reed: Inertia Is the Most Powerful Force in Behavioral Finance
Morningstar, The Practical Guide to Behavioral Finance and Investing
Fidelity Institutional, Growth Hub: Expand with Financial Advisor Client Service Model
