


Overview
UX content isn't just writing. It's structure. When your help center contradicts your onboarding flow, when three teams are writing the same thing in different words, when users can't find the answer that definitely exists somewhere, that's an architecture problem, not a content problem.
I help product teams design scalable content frameworks that support onboarding, education, and conversion across platforms. I bring the same systems-thinking approach I use to build learning hubs, maturity frameworks, and AI skill libraries (340+ and counting) to your content architecture. The goal is a system that scales without someone manually maintaining every page.
I've structured content across onboarding flows, help centers, and educational platforms, including multi-region localization at B Lab across four global regions. Whether you're building from scratch or untangling years of organic growth, I help you see the system and design it intentionally.
Who this is for
This works well when you're:
- A product team launching a new onboarding experience and needing to structure the content layer before design starts
- A company with a help center that's grown organically and now contradicts itself across pages
- A team preparing for localization or multi-market expansion and realizing your content isn't structured for it
- A startup building educational content (courses, guides, knowledge bases) and wanting a scalable framework from the start
- A product leader who knows the UX writing is inconsistent but isn't sure where to begin fixing it
If you need the content itself written, Content for Thought Leadership covers narrative content. This engagement is about designing the system that content lives in.
What you get
- Content audit. A structured review of your existing content across surfaces (app copy, help center, onboarding, emails, tooltips). I map what exists, what's redundant, what's missing, and what contradicts itself.
- Content architecture map. A visual and written framework showing how your content should be organized: taxonomy, naming conventions, reusable components, and information flow across surfaces.
- Style foundation. Lightweight content guidelines tailored to your product (tone, terminology, formatting patterns) so your team can write consistently without checking in every time.
Typical engagement
- Duration: 2-4 weeks
- Commitment: 10-15 hours total (audit, mapping, documentation)
- Format: Remote, with async deliverables and 1-2 working sessions
Frequently asked questions
Impact in practice
Measured outcomes from engagements like this one
Kaiser Permanente IT Teams
Reached ~20,000 KP IT staff and 1,150+ learning-event attendees. Coached 70+ teams across 9 portfolios. The board recognized it as a 2023 transformation milestone. The durable win is the content infrastructure that keeps the guide improving without external support.
B Lab
Shifted B Lab from feature-driven to outcome-driven product thinking, with success defined as time-to-progress, abandonment, and NPS 70+ rather than ship count. Delivered org-wide alignment, a clear product vision, and one roadmap that connected tech, brand, review, and regional teams for the first time.
Intercontinental Hotels Group (IHG)
Adopted across multiple hotel brands. Campaign launch time reduced by 50%. Franchise managers empowered to run their own targeted promotions without waiting on corporate or engineering.
Related work
Case studies from engagements like this one
Kaiser Permanente IT Teams
Building the Kaiser Permanente Product Practice Guide
Reached ~20,000 KP IT staff and 1,150+ learning-event attendees. Coached 70+ teams across 9 portfolios. The board recognized it as a 2023 transformation milestone. The durable win is the content infrastructure that keeps the guide improving without external support.
B Lab
B Lab: Driving Global Impact with Clarity
Shifted B Lab from feature-driven to outcome-driven product thinking, with success defined as time-to-progress, abandonment, and NPS 70+ rather than ship count. Delivered org-wide alignment, a clear product vision, and one roadmap that connected tech, brand, review, and regional teams for the first time.
Intercontinental Hotels Group (IHG)
GuestConnect Hotel Promotions Platform for IHG
Adopted across multiple hotel brands. Campaign launch time reduced by 50%. Franchise managers empowered to run their own targeted promotions without waiting on corporate or engineering.
What clients say
MichelleCommunications Manager, Kaiser Permanente“Thanks for facilitating our website content meetings. Your passion and enthusiasm shine through!”
Related writing
Posts that go deeper on this topic
From Skillet to Product Atlas
I built a structured AI skill system at Artium that grew from zero to 340+ skills. After leaving, I kept building. It's now 584 skills, 18 recipes, and the engine behind k8mak.com. The meta-lesson: building AI infrastructure is product work.
The Content Architecture Problem Nobody Talks About
When your help center contradicts your onboarding flow and three teams are writing the same thing in different words, you don't have a content problem. You have an architecture problem.
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Interested in content architecture mapping?
Let's talk about what you need and how I can help.
Get in touch