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National Skills Repository
A centrally controlled database that tracks individual skills and training progress, using AI to optimize workforce allocation and ensure alignment with national economic priorities. Individuals are guided towards specific skills deemed necessary by the state.

Future Scenarios that inspired this product idea

AI-driven platforms offer personalized learning paths for employees, adapting to their skill gaps and career aspirations for continuous upskilling.
Extrapolated from Employment Is Changing Forever - Harvard Business Review

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.