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IDEAS AND FRAMEWORKS
I make complex systems easier to see - and easier to act on.
My work often starts by naming what teams can feel but cannot yet explain. A useful framework becomes a common language for making decisions together
FEATURERED FRAMEWORK
The Fellowship of the Content Council
A cross-functional governance model for reducing duplicated content, aligning language, modularizing assets, and creating a shared system across Marketing, Education, Success, Support, Product and Enablement.
Use it when: everyone is creating content, nobody knows what already exists, and AI is about to accelerate the chaos.
Education-Led Growth
Use breadth and depth of product learning as signals for adoption, retention, expansion, and customer health.
AI Learning Assistant
Connect learner profiles, usage data, knowledge sources, recommendations, conversations, and analytics into a continuous learning companion.
Lifecycle Messaging Architecture
Coordinate the right message, audience, channel, and moment across the post-sales journey.
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