Patronus Partners, a UK-based full-service private wealth and family office firm, has selected WealthAi, an AI operating system designed for wealth managers, for a full front-to-back deployment across all users and agents.
The rollout will see WealthAi’s AI assistant and agent layer embedded across Patronus’s entire operation, with specialist agents assigned to compliance monitoring, client management, research and operational workflows.
The platform’s hybrid architecture, combining trained SLMs with deterministic workflows, means the system will update continuously without requiring manual process changes from the Patronus team.
Patronus will also gain access to the WealthAi Marketplace, which offers a curated selection of data and research providers, including SIX, Morningstar, Capital Economics, MDOTM and Axyon, alongside a data layer connecting to more than 250 custodians and banks.
The decision follows 18 months of AI experimentation by Patronus, during which the firm trialled tools from OpenAI, Gemini and Anthropic. Though the potential was evident, working with multiple providers introduced further complications, including inconsistent outputs, difficulties maintaining compliance oversight and processes that required near-constant manual intervention as the technology developed.
Patronus Partners director Jeremy Steinson said: “Before adopting AI, we had a plethora of different systems, none of them talking to each other, all rather archaic, with limited intelligence let alone artificial intelligence. Like most wealth management firms, it often felt as though we were spending most of our time handling admin when all we wanted was to get back to serving clients and ensuring best outcomes for those clients.
“We have been utilising AI for the last 18 months – experimenting with tools built by the AI giants that don’t fully understand the nuances and intricacies of our industry. They would be utilised to improve individual processes or systems, but in turn wouldn’t communicate with each other. What we wanted was a LLM agnostic provider who could provide a full AI overlay to our whole operation, in a secure and coherent way.”
WealthAi CEO Jason Nabi said: “Patronus is a great example of where the wealth management industry is right now – and a really exciting example of the sort of innovative approach wealth management firms want to take to make their systems and processes work harder, faster and better for clients.
“Firms like Patronus have been experimenting with AI for the best part of two years, but where they struggle is in trying to bolt the latest AI tools onto one another, or onto legacy systems that were never designed to work together. What they actually need is an operating system that connects everything – front to back, across every workflow, with the compliance and governance controls built in from day one. That’s exactly what we’re building for Patronus.”
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