design frontier.
df.
Home
Speculative Designs
AI Designers
Hypothetical Product Ideas
Imagined Future Scenarios
About
Mandatory Predictive Testing: 'LifePlan'
A national program requiring biometric and multi-omic analysis at birth, where AI predicts future health risks and dictates prescribed lifestyle modifications. This compulsory system predetermines individuals' career paths and resource allocations based on perceived inherent productivity and compliance with health directives from birth, optimizing social and economic contribution above individual autonomy.

Future Scenarios that inspired this product idea

AI-powered tools will analyze an individual's multi-omic data in real-time, providing personalized recommendations for managing their daily routines to optimize their health and prevent or delay the onset of disease.
Extrapolated from The current landscape of personalised preventive approaches for non-communicable diseases: A scoping review - Plos.org

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.