Case Study

Wealth Management Content Pipeline

AI-assisted content outline system for a finance brand targeting high-income investors. Built during a trial engagement, February to March 2026.

The Brief

The client needed research-backed YouTube outlines for a high-income investor audience, built without manually researching every topic. The brief arrived scattered across multiple documents. Before any system could be built, the brand positioning had to be extracted and consolidated into a single framework.

The Numbers

73/100 v1 score on systems thinking and architecture
9 Operating pillars in the system
8 Stages in the outline structure

What I Built

A 9-pillar content system built in Claude Projects, with a dedicated knowledge layer drawn from the source documents. Every video ran through an 8-stage outline — audience verification, brand-tone check, research validation, hook structure, and a production-ready script.

The Outcome

The biggest call was consolidating brand positioning into a single knowledge layer — without it, every output would have drifted. Version one scored 73/100 on systems thinking and architecture. Version two was stronger: tighter brand layer, cleaner outline structure, sharper source verification. The engagement did not continue beyond the trial.

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