Here’s the Missing Piece in Your AI Strategy

Artificial intelligence is accomplishing unimaginable feats across the wealth industry. 

Yet, somewhere between the strategy deck and the advisor experience, there’s a disconnect. Advisors might be quick to adopt new AI offerings, but their desired results don’t always follow. Even with increased spending on AI, 80% of firms report no significant gains in top-line or bottom-line performance. While it can be tempting to attribute that shortfall to the technology itself, the harder truth is that many strategies fail because the organization wasn’t ready. What was needed first was the initiative to foster that readiness.

When firms and vendors treat AI like any other tech rollout — purchasing, deploying and then handing it off — it can land in a culture that is ill-prepared to receive it. The gap isn’t between what AI can do and what firms expect, but between what the technological capabilities allow and what people are ready to implement.

Mind the Gap

Closing that gap starts before the first line of code is written and with an honest reckoning about how both firms and vendors think about readiness and whether they’re willing to put in the required work. Wealth management firms have adopted new tech systems for decades, but AI is different. It influences how advisors think, how teams collaborate and how firms structure decisions on a much deeper level. The firms that get this right are not simply deploying better tools. They’re also building the organizational muscle to optimize the tool usage. 

This calls for both firms and their vendors to create a culture that supports AI adoption, rather than relying solely on technological capabilities. When firms approach AI as just another software purchase, and vendors treat it as a routine sales transaction, they overlook the fundamental changes required to achieve meaningful outcomes. When AI initiatives stall, the instinct can be to look at the technology. But often, the friction lives somewhere else entirely: It’s cultural, behavioral and likely present before the first AI tool is purchased.

Here are five scenarios that can derail an AI rollout before it ever has a chance:

• Firms base buying decisions on compelling demonstrations, rather than a disciplined assessment of business needs.
• Vendors overpromise simplicity, while underestimating the internal lift required to drive adoption.
• Firms fail to establish clear owner responsibilities for functions such as training, adoption and measurement, because vendors aren’t transparent about long-term support requirements.
• Compliance teams are engaged too late, creating avoidable resistance that early firm-vendor collaboration could help mitigate.
• ROI is measured by outputs such as hours saved instead of outcomes like whether the firm can scale operations without disproportionately increasing headcount.

These oversights reflect a gap in change management and the absence of a firm and vendor culture built on shared accountability.

People Before Strategy

Putting people before technology can drive the culture shift needed to support a successful AI launch. Before selecting tools, ask this simple, but powerful question: “What do our people need to do their best work, and how does AI serve that?” Everything else, including roles, responsibilities and vendor relationships, can all flow from that foundation. This sets the stage for parties to work in concert, aligning expectations, defining ownership and embedding change management into the implementation process from the outset. 

AI is a powerful infrastructure, but infrastructure only amplifies what already exists. Firms that rush to adopt AI without cultivating the culture to sustain it may find themselves cycling through tools, chasing the next capability and never quite arriving. However, firms that treat AI as a long-term commitment to their people and not a one-time purchase will be better equipped to endure.

AI’s Impact. Rushing to purchase the flashiest AI tools before anyone else, and before a firm is ready, can derail efforts to deliver cutting-edge solutions. In fact, some of the best platforms are nearly invisible. They remove friction from existing processes and are built on a foundation of empathy for the people using them. AI is no different. It’s not the protagonist: It’s the infrastructure that can make great advisors even better. Establishing that foundation, paired with strategic clarity and disciplined execution, is a key factor in whether AI becomes a durable competitive advantage or a lesson learned.

Committing to clarity in ownership, disciplined execution and consistency in leadership will help firms win over the next decade. While that work may be less visible than a software launch, it is far more consequential. This poses an important consideration for leaders: If AI ultimately amplifies what already exists inside your organization, the key question might not be what this technology can do, but what kind of culture you are asking it to amplify.

Jack Morgan is head of the AI practice at Rise Growth Partners.