Conduct product planning clinics
How conduct product planning clinics are reshaped as AGI capability advances.
The bottom line
About 60% of the work in Conduct product planning clinics is information-shaped and increasingly AI-deliverable, with the rest a hybrid of judgment and hands-on work. The automation frontier runs straight through the middle of this role.
Why: With no child occupations seeded, this scalar is derived from the process name and automotive manufacturing context. 'Conducting product planning clinics' is fundamentally a market research and data-gathering activity (pushing digital up), but in the automotive sector, it requires orchestrating physical prototype displays and in-person participant interactions, placing the work firmly in the hybrid band.
grounded in the economy graph · digital scalar 0.60 · hybrid
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Conduct product planning clinics sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Conduct product planning clinics inherits.
Where Conduct product planning clinics sits
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How the work flows
Trigger: A new vehicle concept or pre-production prototype reaches the evaluation stage requiring targeted market feedback.
- Define clinic objectives and target participant demographics
- Prepare physical prototypes, design renderings, or virtual models
- Recruit and screen clinic participants
- Facilitate clinic sessions to gather quantitative and qualitative data
- Analyze feedback on styling, features, usability, and pricing
- Compile findings into actionable product refinement recommendations
Outcome: Participant feedback is analyzed and translated into concrete design, feature, and pricing recommendations for the product development team.