AI Analytics Context & Configuration
Designing structured context systems that shape AI responses at runtime
Ashley Rice
AI UX & Content Designer
I design user-facing AI interactions, focusing on how systems communicate, guide, and support users across multi-step experiences. With a background in storytelling and front-end development, I bring a strong sense of flow, tone, and clarity to AI responses. Across multiple contract roles at Google, I worked on UX writing and AI evaluation, improving how systems handle context, structure responses, and support user understanding. The projects here are independently developed; professional work is confidential.
Featured AI Work
Conversation Design for AI Assistants
Designing multi-turn AI behavior, safety handling, and edge-case responses
UX Writing for AI Answer Extraction (AEO)
Structuring content for LLM-generated answers and response accuracy
Additional AI & Technical Work
Optimizing Content for LLM Retrieval
Refactoring documentation into standalone units for RAG systems
Conversational & Multimodal
AI Flows
Intent, state, and recovery logic
Text Classification API — OpenAPI Sample
API documentation and developer education writing sample
UX & Product Work
UX Localization: Spanish & French
UX language framework for mobility & delivery platforms
SEO & Structured Data Fixes
Technical SEO fixes for search indexing
