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Ria

1 published story filed under Ria.

A control room split down the middle: automated gauges and data streams on the left, a person with a hand on a single decision lever on the right, a seam of light between them
applied ai June 24, 2026 4 min read

Inside the RIA: Where Data Science Changes Wealth Management and Where It Can't

A wealth platform with a real data-science team has an advantage — and a trap. The advantage is leverage on operations. The trap is mistaking that leverage for a license to automate judgment.

Where applied AI and data science actually change RIA operations — and where human judgment has to stay no matter how good the model gets.

Keith Pattison

Keith Pattison

Founder, Black Flag Design

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