Projects
This collection highlights work across customer marketing, lifecycle communications, advocacy, and instructional design.
Each project reflects a data-informed approach, close cross-functional collaboration, and a focus on real outcomes including adoption, retention, and meaningful customer value.
Voice of the customer
I build and operate a fast, scalable customer advocacy engine designed for speed, efficiency, and reuse. The engine blends structured customer interviews with crowd-sourced inputs and AI-enabled workflows to continuously capture authentic customer voice and turn it into advocacy-ready assets.
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Rather than relying on one-off stories or manual processes, this system shortens the path from customer input to activation. Advocacy becomes a living input to marketing, enablement, and lifecycle programs, while also strengthening customer trust by reflecting feedback back in meaningful, visible ways.
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Here's how it works:
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Capture
Customer stories are collected through a combination of structured interviews and scalable, crowd-sourced inputs, allowing advocacy to grow continuously without slowing teams down.
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Synthesize
AI-enabled synthesis extracts high-impact testimonial quotes and key proof points from customer interviews and drafts advocacy-ready stories, with models trained on brand voice to maintain consistency, clarity, and quality.
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Organize
Insights and assets are structured into a centralized, searchable repository tagged by product, use case, value proposition, and lifecycle moment, making customer proof easy to find and activate in real time.
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Activate
Advocacy assets are rapidly deployed across lifecycle campaigns, sales enablement, in-app messaging, newsletters, and learning resources, reducing time-to-value for both teams and customers.
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Scale & Compound
Because advocacy is continuously collected, intelligently synthesized, and centrally organized, customer proof compounds over time, increasing speed, consistency, and impact while deepening customer relationships and loyalty.


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