SayProApp Courses Partner Invest Corporate Charity Divisions

SayPro Email: SayProBiz@gmail.com Call/WhatsApp: + 27 84 313 7407

SayPro GPT-Driven Topic Extraction Framework

Purpose Statement:
SayPro seeks to extract GPT-driven topic lists (100 topics per prompt) that reflect the critical issues, challenges, and solutions relevant to specific population groups served by the organization. This initiative is designed to support evidence-based programming, advocacy, research, and strategic development across SayPro’s diverse areas of impact.


Key Objectives:

  1. Identify pressing social, economic, and environmental issues affecting target population groups.
  2. Uncover systemic challenges that hinder development, access to services, and equality.
  3. Generate innovative, localized, and scalable solutions aligned with SayPro’s mission.
  4. Support strategic planning, training, stakeholder engagement, and knowledge sharing.

Primary Population Groups Served by SayPro:

  • Unemployed and underemployed youth
  • Women and girls
  • People living with disabilities
  • Rural and underserved communities
  • LGBTQIA+ individuals
  • Refugees, migrants, and displaced persons
  • Informal and gig economy workers
  • Senior citizens and the elderly
  • Victims and survivors of gender-based violence
  • Low-income households and urban poor

Implementation Approach:

  • Use GPT to generate 100 topics per population group via structured prompts.
  • Topics are categorized into:
    • Critical Issues
    • Challenges
    • Opportunities and Solutions
  • Output is reviewed, validated, and adapted for:
    • Program Design
    • Policy Briefs
    • Curriculum Development
    • Partnership Development
    • Monitoring and Evaluation Frameworks

Sample Prompt Format:

“Generate 100 key topics highlighting critical issues, challenges, and potential solutions for [target population group], relevant to community development, economic empowerment, health, education, and human rights.”

Comments

Leave a Reply

Your email address will not be published. Required fields are marked *