Industry conferences often provide a useful snapshot of where firms are focusing their attention. What stood out to me at BNY Pershing INSITE 2026 was not any single technology announcement or product innovation. It was the consistency of the conversations taking place across sessions.
Whether the topic was artificial intelligence, advisor experience, platform strategy, managed accounts, or operational efficiency, the underlying themes were remarkably similar. Wealth management firms are increasingly focused on building more connected, scalable, and efficient operating models capable of supporting the next generation of advisor and client expectations.
Many of these themes mirror conversations we have with clients across the industry. Taken together, they point to a broader shift underway in wealth management. Firms are moving beyond isolated technology initiatives and focusing on how data, workflows, platforms, and advisor experiences work together as part of a cohesive operating model.
Key takeaways
- AI is moving from experimentation to workflow transformation.
- Data architecture is becoming a strategic business priority.
- Firms are simplifying technology ecosystems and reducing operational complexity.
- Advisor productivity remains the primary measure of technology success.
- Scale and operational efficiency are emerging as competitive differentiators.
AI is entering the execution phase
Artificial intelligence was a central topic throughout INSITE, but the discussion has evolved considerably from where it was even a year ago.
The conversation is no longer centered on whether firms should explore AI. Most already are.
Instead, firms are increasingly focused on identifying where AI can create measurable business value and how it can be embedded within existing workflows.
Several speakers highlighted an important reality: while AI activity is widespread, relatively few organizations are realizing meaningful financial impact today. The firms making progress are those applying AI to specific operational workflows such as account opening, account transfers, advisor support, meeting preparation, research, and service operations.
What struck me was how quickly the conversation shifted from experimentation to execution.
The challenge is no longer identifying use cases. It is redesigning workflows, governance models, and operating processes in ways that allow firms to capture productivity gains while maintaining oversight, consistency, and control.
Data architecture is becoming a business imperative
One of the most consistent themes throughout the conference was the growing importance of data.
For years, firms viewed data architecture primarily as a technology concern. Today, it is increasingly being discussed as a business priority.
As organizations pursue AI initiatives, automation strategies, and broader modernization efforts, many are discovering that data quality, consistency, and accessibility remain foundational requirements.
Clean, connected, and governed data is no longer simply a technical objective. It is becoming a prerequisite for innovation.
Many firms are finding that years of technology investment have outpaced their ability to create a unified view of information across the enterprise. As a result, data architecture is increasingly becoming one of the most important strategic investments firms can make.
Without trusted data, it becomes difficult to scale automation, generate reliable insights, or deliver the seamless advisor and client experiences firms are working to create.
Wealth management is simplifying its technology stack
Another recurring theme was the industry’s desire to reduce complexity.
Historically, many wealth management firms assembled technology ecosystems consisting of numerous point solutions connected through custom integrations. While those environments often solved individual business problems, they also introduced operational complexity and created challenges around data consistency and workflow efficiency.
Today, many organizations are reevaluating that approach.
The focus is increasingly shifting toward platform orchestration, workflow connectivity, and creating more integrated operating environments across custodial, CRM, planning, trading, and operational systems.
This is not simply a technology consolidation exercise.
It reflects a broader recognition that fragmented technology stacks often create friction for advisors, operations teams, and clients alike. Firms are increasingly prioritizing connected platforms capable of supporting more consistent experiences across the enterprise.
Advisor experience remains the north star
Despite the emphasis on AI and technology, the advisor remained at the center of nearly every discussion.
Technology investments were consistently evaluated based on their ability to reduce friction, eliminate manual work, improve responsiveness, and create more capacity for advisors to focus on clients.
This is an important reminder for the industry.
Technology alone does not create value. Technology creates value when it strengthens the advisor-client relationship.
Even as AI capabilities continue to advance, the trust-based relationship between advisor and client remains one of the most important differentiators in wealth management. The firms seeing the greatest success are using technology to enhance that relationship, not replace it.
In many ways, advisor experience has become the ultimate test of whether a technology strategy is working.
Scale is becoming a strategic advantage
One of the more interesting observations from INSITE was how frequently scale emerged as a theme across discussions about managed accounts, advisor growth, operational efficiency, and M&A activity.
Managed accounts were discussed not only as an investment solution, but also as a scalable operating framework capable of supporting advisor growth and increasing business complexity.
As firms continue to expand through recruiting, acquisitions, and evolving client demands, scalability is becoming increasingly important.
The ability to support more advisors, more clients, and more sophisticated portfolio programs without adding proportional operational complexity is emerging as a meaningful competitive advantage.
Increasingly, firms are evaluating technology decisions through the lens of scalability, flexibility, and long-term operational efficiency.
The themes are more connected than they appear
What makes these themes particularly interesting is that they are often discussed as separate initiatives. In reality, they are interconnected.
AI depends on data. Data depends on integration. Integration enables workflow efficiency. Workflow efficiency improves advisor productivity. Advisor productivity ultimately supports better client outcomes.
The firms making the most progress are not treating these as independent technology projects. They are approaching them as components of a broader operating model transformation.
That shift feels significant.
For much of the last decade, firms focused on adding capabilities. Today, the emphasis is increasingly on connecting capabilities.
Looking ahead
If there was one common thread connecting the discussions at INSITE, it was this: success will increasingly depend on how well firms connect strategy, technology, data, and operations.
The firms leading the next phase of wealth management are unlikely to be those with the most technology. They will be the firms that create the most connected operating models.
That means simplifying complexity, establishing stronger data foundations, applying AI to meaningful workflows, empowering advisors, and maintaining the flexibility to adapt as technology, client expectations, and market structures continue to evolve.
The conversations at INSITE reinforced what we are hearing from many clients today. The future of wealth management will not be defined by any single innovation. It will be shaped by how effectively firms bring data, workflows, technology, and advisor experience together to create better outcomes for advisors, clients, and the business as a whole.
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