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The AI-native RIA: Why the future will be designed as a system of AI workflows
- February 1, 2026: Vol. 13, Number 2

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The AI-native RIA: Why the future will be designed as a system of AI workflows

by Rizwan Ibrahim

An AI-native RIA is not a firm with a shiny new tool. It is a firm whose day-to-day work has been quietly re-wired so software does the heavy lifting in the background and people stay focused on judgment, relationships and stewardship.

In that world, independence is no longer just about which custodian or platform you sit on. It is about whether you truly own your data, your workflows and your client experience — or whether those things quietly belong to someone else.

Most firms are not there yet. But many are closer than they think.

FROM TOOLS TO WORKFLOWS

For years, advisory firms have talked about technology the way they once talked about ETFs: something to add, evaluate or resist. AI-enabled planning, AI-generated meeting notes and email copilots are simply the latest expressions of that mindset. They are useful, but they miss the larger shift.

The firms that will matter in the next era — especially those working with real

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