Vanilla, a technology provider focused on estate planning for advisors, has been awarded a US patent for its event-based resource allocation system.
The company says the technology, which uses machine learning and real-time event processing, is designed to help advisors manage client resources more efficiently as circumstances and regulations change.
The patent covers methods for dynamically processing, allocating, and visualizing resources using both rule-based and machine learning models. According to Vanilla, this enables real-time estate modeling and recalculation, automating tasks that have traditionally been manual and prone to error.
Advisors using the platform can generate personalized visualizations, notifications, and projections that adjust to life events and regulatory shifts.
“This patent represents years of innovation in solving one of the most persistent challenges in estate planning – keeping plans current and accurate in an ever-changing world,” Amjad Hussain, lead inventor and Vanilla’s chief technology officer, said in a Thursday statement revealing the patent. “Our system transforms static estate documents into dynamic, responsive plans that seamlessly adjust to life events and regulatory changes.”
Vanilla’s platform aims to streamline estate planning by turning static documents into interactive visualizations and automating complex calculations, such as asset transfers across multiple beneficiary structures. The company says these features are intended to help advisors keep pace with evolving client needs and regulatory requirements.
“For too long, advisors have struggled with outdated, manual processes that leave estate plans vulnerable to changes in circumstances and regulations,” said Gene Farrell, Vanilla’s chief executive. “Our patented technology doesn’t just digitize the existing process, it fundamentally reimagines how estate planning should work in the modern era, providing advisors with the tools they need to serve their clients with unprecedented efficiency and accuracy.”
The patent announcement comes as Vanilla continues to grow its presence in the advisor technology space. In June, the company appointed Emily Tran as vice president of marketing, bringing experience from roles at Practifi and Morningstar.
Earlier this year, Vanilla also announced its partnership with Mariner, a national financial services firm with more than 700 advisors managing $560 billion in assets. Mariner reports that advisors using Vanilla have seen a two-hundred percent increase in revenue growth rates since adopting the platform for holistic planning.
Recent research highlights the growing importance of estate planning and intergenerational wealth transfer for advisors and their clients. A new survey from Edward Jones – which participated in a funding round for Vanilla last year through its venture capital program, Edward Jones Ventures – found that more than one-third of investors across the US are actively transferring or planning to leave assets, with family unity, financial literacy, and work ethic cited as the most valued legacies.
Meanwhile, the FINRA Investor Education Foundation’s latest National Financial Capability Study found that thirty-five percent of respondents have received or expect to receive an inheritance, and thirty-eight percent have benefited from inter vivos transfers, such as gifts or expenses paid by parents or grandparents.
"Inheritances are more common among older respondents, while inter vivos transfers are more common among younger respondents," the report said. "Respondents whose parents have higher levels of education are more likely to receive both inheritances and inter vivos transfers than those whose parents have lower levels of education."
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