Turning knowledge into a business advantage.
I build knowledge systems that turn scattered and fast-moving information into trusted, usable context — strengthening operations, accelerating enablement, and making AI more accurate, reliable, and effective at scale.
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Meet Shelby
10+ years building knowledge systems and teams
Certified AI & KM Professional by the KM Institute
Master of Information Science studied how people, data, and technology work together
Amazon global content & knowledge management
Coinbase institutional support content operations
iARx foundational buildout of technical docs, knowledge base, and AI enablement
Shelby has an exceptional ability to bring order to complex information environments. She builds knowledge systems that people actually use, all while keeping a human touch.
— Director of Content Strategy, Amazon
See more recommendations on LinkedIn →Better knowledge systems turn information into ROI.
Diagnose
Identify the gaps keeping your knowledge — and AI — from creating real value.
Strengthen
Apply the SPARK Method to strengthen the knowledge foundation.
Transform
Build context fluent systems people trust — and AI tools can rely on.