Wealth management firms face a persistent operational challenge. Despite years of technological progress, advisory firms still rely on a collection of disconnected systems including CRMs, portfolio management tools, and custodial software. This fragmented data architecture limits visibility and restricts growth for many organizations.
Astraeus, a New York-based startup launched by former MoneyLion executives, aims to fix this infrastructure gap. Phill Rosen and Jon Stevenson, the founders, are drawing on their combined experience at Merrill Lynch, Barclays Wealth, and Stifel to build a semantic layer that unifies client data and regulatory requirements without forcing firms to replace their existing software.
The startup recently secured over $10 million in funding from investors including Fintech Collective and F-Prime. By utilizing an ontology model, Astraeus allows firms to standardize how data points relate to one another. This approach seeks to provide a unified operational view for advisory firms, wealthtech platforms, and private equity organizations.
The founders argue that the industry requires infrastructure improvements rather than additional front-end applications. While the wealthtech market is crowded with vendors promising data solutions, the team behind Astraeus is banking on their specific experience with large-scale enterprise environments. Success for the company will depend on its ability to navigate long procurement cycles and integrate with the bespoke systems common at established wealth management firms.
Investors are betting that the team’s background in both engineering and enterprise business strategy will provide the necessary edge. As the company begins its commercial launch, the challenge lies in proving that this new semantic layer can deliver tangible results in complex, high-stakes environments where data consistency is a primary requirement.

