Offer a fixed-scope AI product design engineering engagement that audits a team's current design-to-build workflow, identifies one high-value AI product surface, and delivers a working prototype plus reusable design-system and agent-coding conventions. The service combines UX^? strategy, interaction design, front-end prototyping, prompt/model behavior mapping, and implementation handoff. Over time, the studio can productize repeatable artifacts: AI UX^? pattern libraries, design-system context packs for coding agents, evaluation checklists, and reusable front-end components for agentic workflows.

AI product teams are moving from chat interfaces to embedded, agentic, multimodal, and workflow-specific experiences. The market is hiring heavily for people who can bridge design, engineering, AI behavior, and product judgment, which suggests a near-term shortage that a specialist service can fill.