How Mercer Advisors took client intake from 2 weeks to 5 minutes with Box AI

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In an industry where trust is currency, financial advisory firms face a paradox: the documentation that ensures fiduciary responsibility often prevents advisors from spending trust-building time with clients.

Mercer Advisors, an independent fiduciary financial advisory firm, has solved this conundrum by reimagining its document workflows through its partnership with Box, achieving dramatic efficiency gains without sacrificing the personalized care that defines the firm’s client relationships. Mercer’s journey from manual document-handling to AI-powered workflows offers valuable lessons for any organization seeking to scale high-touch services in the digital age.

Key takeaways:

  • Box AI integration automated document processing, eliminating manual paperwork and freeing advisor time
  • Efficiency metrics soared, with 5x faster data extraction and quote generation reduced from two weeks to five minutes
  • Automation amplifies human expertise, enabling advisors to focus on client relationships while scaling personalized service
Box and Mercer Advisors

The paradox of purely manual processes

In a high-touch industry like financial advisory, hands-on service is key. Yet for Mercer Advisors, manual paperwork processes had become barriers to growth. Document management consumed excessive advisor time, with files scattered across emails and folders requiring manual sorting and data extraction. This administrative burden directly impacted the core value proposition Mercer delivers: helping families navigate complex financial lives with personalized attention.

President Daniel Gorvitch recognized that advisors were spending too much time managing paperwork instead of building client relationships. The firm needed technology solutions that could eliminate repetitive tasks while maintaining the accuracy and compliance standards essential to their fiduciary responsibility.

Mercer’s breakthrough came through strategic integration of AI-powered document automation with Box. Rather than simply storing files, Box AI actively drives downstream actions through automatic document recognition, classification, and data extraction that feeds directly into Mercer’s financial planning models.

5x faster data extraction for client onboarding

One area in which automation changed the game for Mercer: client onboarding. Accurately scoping new clients requires reviewing complex tax returns, a process that traditionally took two weeks. The extended timeline slowed sales cycles and created friction in client onboarding, limiting the firm’s ability to scale despite growing demand for their advisory services.

By embedding Box’s intelligent automation within advisor workflows, Mercer was able to transform tedious manual steps into seamless experiences. Now, new clients can automatically upload their documents, which go directly into Box folders. The automated workflow that Mercer built on Box automatically recognizes, files, renames, and extracts data from these documents. The extracted data is then integrated into Mercer’s canonical data model. 

As a result, data extraction speeds have improved fivefold since the July launch, dramatically accelerating turnaround times across the organization. Gorvitch explains: “We went from two weeks down to five minutes getting quotes based on extracted tax return info—that fundamentally changes our sales process.”

We went from two weeks down to five minutes getting quotes based on extracted tax return info—that fundamentally changes our sales process.

Daniel Gourvitch, President at Mercer Advisors

It’s important to note that embedded this sort of intelligent automation within advisor workflows doesn’t replace the need for human judgment. Instead, it amplifies it by freeing advisors to focus on analysis and client interaction rather than data entry.  Financial planners at Mercer report productivity improvements between 30 to 50%, enabling them not only to serve more clients but to deepen the quality of their advisory relationships. 

30-50% productivity gains for financial planners

The results speak to both immediate efficiency gains and longer-term strategic advantages. Beyond quantifiable metrics, the automation initiative has boosted staff confidence and job satisfaction. Advisors empowered by intelligent technology report reduced error risks and greater focus on the analytical and relationship-building aspects of their roles — critical factors for talent retention in today’s competitive market.

Looking ahead, Mercer plans continued expansion of its AI automation capabilities, leveraging Box alongside other AI tools throughout their operations. The ultimate vision encompasses fully automated client lifecycle management — from initial intake through ongoing advice delivery — all grounded within secure cloud infrastructure that supports stringent compliance requirements.

Technology in service of human expertise

Mercer Advisors’ success illustrates a crucial principle for digital transformation in professional services. As Gorvitch summarizes: “Understanding your work deeply first allows you then apply technology effectively. It’s not just about having cool tools; it’s about transforming how you deliver value.”

Understanding your work deeply first allows you then apply technology effectively. It’s not just about having cool tools; it’s about transforming how you deliver value.

Daniel Gourvitch, President at Mercer Advisors

For financial advisory firms and other professional services organizations, the lesson is clear: intelligent automation isn’t about replacing human expertise but about amplifying it. By eliminating manual bottlenecks and freeing professionals to focus on high-value activities, firms can achieve the seemingly impossible—scaling personalized service while improving both efficiency and client satisfaction.