Impruve Named in Wealth Management's AI Moment: A Recap of Davis Janowski's Industry Column
Recap of article on Wealth Management: https://www.wealthmanagement.com/artificial-intelligence/agentic-ai-101-for-advisors-as-anthropic-launches-wealth-management-tools
As the wealth management world grapples with a flood of AI vendors and marketing noise, a Wealth Management senior technology editor is cutting through the hype — and Impruve is among the standouts he's highlighting.
In a February 2026 column titled "Agentic AI 101 for Advisors," Davis Janowski unpacks the shift from generative AI to agentic AI, explaining the framework in plain terms for advisors who are too busy serving clients to track the technology's rapid evolution. He leans on Vestmark CTO Freedom Dumlao's definition of a true AI agent as a system that can sense, think, act, and remember in a continuous loop — a useful litmus test in an industry where the term is increasingly overused.
The column also covers Anthropic's announcement of Claude CoWork plug-ins tailored to wealth management, capable of automated portfolio and tax analysis, rebalancing recommendations, and execution at scale — a development Janowski notes could shake up the growing ecosystem of AI middleware providers serving advisory firms.
But it's his closing that caught attention. After six months of following Impruve since meeting co-founders Mike and Danny Shannon at the XYPN AdvisorTech competition in Austin, Janowski highlights their distinctive approach: acting as an AI steward for advisory firms, tailoring agentic workflow development to each firm's existing tech stack and data — with a goal of delivering a firm's first valuable AI workflow within 30 days.
With Anthropic's big players now moving directly into wealth management, the column makes clear that boutique innovators like Impruve — who were already deep in this work before the headlines — may have a meaningful head start.
Originally published in Wealth Management magazine, February 27, 2026. Written by Davis Janowski, Senior Technology Editor.
