UserX LLC
Help teams turn AI capability into a working delivery practice.
Help UX, engineering, product and leadership work together with AI through shared standards, practical training and clear ownership.
Start with the work people need to deliver.
The opportunity is broader than prompting. A team needs a shared understanding of its product, architecture, design system, contribution boundaries and review standards. Connect that operating model to hands-on delivery.
- Understand the workflow
- Establish shared standards
- Coach through delivery
- Measure and refine
Align UX and engineering.
Define frontend, API and backend responsibilities in the same repository, with clear ownership, isolated changes, shared contracts and review gates.
Build reusable context.
Turn design-system foundations, tokens, themes, architecture rules and quality expectations into focused Markdown references and agent skills.
Develop the team.
Coach prompting, task decomposition, token efficiency, context management, automation and human review so the team can work independently.
Connect AI, data and operations.
Work with data scientists and engineering partners on retrieval, document understanding, tool use and useful product experiences, with guardrails around consequential actions.
Leadership grounded in implementation.
My consulting approach draws on enterprise UX leadership, design-system ownership and independent product development. The free toolkit shares practical methods for planning, evaluating and handing work into delivery.
Let’s talk about your next chapter.
Exploring Senior Director, Head of Design and VP opportunities.