Responsible AI & Ownership Model for Kenyan Women & Youth Farmers
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| author | Kaitano, Sharon |
| author_facet | Kaitano, Sharon |
| contents | <p><strong>Traceable, Inclusive Agri-Ecosystems</strong><br><strong>Responsible AI & Ownership Model for Kenyan Women & Youth Farmers</strong><br><strong>Presented by:</strong> <em>Sharon Kaitano – Founder & Chief Digital Traceability Architect</em><br><strong>Date:</strong> <em>18th June 2025</em><br><strong>ORCID:</strong> <a href="https://orcid.org/0009-0003-6017-2656" target="_new" rel="noopener">https://orcid.org/0009-0003-6017-2656</a></p> <p>This pitch deck outlines <em>Trajectory Trace</em>, a hybrid digital traceability platform developed by <strong>Trajectory Strategy & Management Consultants</strong> to formalize Kenya’s smallholder agriculture through responsible AI, inclusive ownership, and actionable, locally governed data systems. The solution empowers women and youth farmers to enter formal value chains via mobile-based planting logs, PH-quality certification, consent-driven data sharing, and tax-compliant e-TIMS invoicing.</p> <p>The platform integrates ethical data governance, cooperative reporting, and smart dashboards (Power BI, KoboToolbox), enabling verified interactions across producers, cooperatives, buyers, and public institutions. Trajectory Trace supports Kenya’s national digital transformation agenda and aligns directly with SDG targets 2, 4, 5, 8, 9, 12, and 17.</p> <p>This deck was submitted to the <strong>Sorenson Impact Foundation’s 2025 Grant Program</strong> as part of a catalytic funding round to scale responsible, sustainable, and inclusive agri-data infrastructure.</p> <h3><strong>Keywords:</strong></h3> <p>Traceability, Smallholder Farmers, Responsible AI, Digital Agriculture, e-TIMS, Inclusive Development, Youth & Women Empowerment, AgriTech, Data Governance, Kenya, SDGs, Post-Harvest Loss, Cooperative Markets</p> <h3><strong>License:</strong></h3> <p>© Sharon Kaitano 2025. Licensed under <a target="_new" rel="noopener">Creative Commons Attribution 4.0 International (CC BY 4.0)</a></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15689979 |
| institution | Zenodo |
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| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Responsible AI & Ownership Model for Kenyan Women & Youth Farmers Kaitano, Sharon Traceability SmallHolder Farmers Responsible AI Digital Agriculture Etims Inclusive Development Youth and Women Empowerment AgriTech Data Governance Kenya SDGs Post-Harvest Loss Cooperative markets <p><strong>Traceable, Inclusive Agri-Ecosystems</strong><br><strong>Responsible AI & Ownership Model for Kenyan Women & Youth Farmers</strong><br><strong>Presented by:</strong> <em>Sharon Kaitano – Founder & Chief Digital Traceability Architect</em><br><strong>Date:</strong> <em>18th June 2025</em><br><strong>ORCID:</strong> <a href="https://orcid.org/0009-0003-6017-2656" target="_new" rel="noopener">https://orcid.org/0009-0003-6017-2656</a></p> <p>This pitch deck outlines <em>Trajectory Trace</em>, a hybrid digital traceability platform developed by <strong>Trajectory Strategy & Management Consultants</strong> to formalize Kenya’s smallholder agriculture through responsible AI, inclusive ownership, and actionable, locally governed data systems. The solution empowers women and youth farmers to enter formal value chains via mobile-based planting logs, PH-quality certification, consent-driven data sharing, and tax-compliant e-TIMS invoicing.</p> <p>The platform integrates ethical data governance, cooperative reporting, and smart dashboards (Power BI, KoboToolbox), enabling verified interactions across producers, cooperatives, buyers, and public institutions. Trajectory Trace supports Kenya’s national digital transformation agenda and aligns directly with SDG targets 2, 4, 5, 8, 9, 12, and 17.</p> <p>This deck was submitted to the <strong>Sorenson Impact Foundation’s 2025 Grant Program</strong> as part of a catalytic funding round to scale responsible, sustainable, and inclusive agri-data infrastructure.</p> <h3><strong>Keywords:</strong></h3> <p>Traceability, Smallholder Farmers, Responsible AI, Digital Agriculture, e-TIMS, Inclusive Development, Youth & Women Empowerment, AgriTech, Data Governance, Kenya, SDGs, Post-Harvest Loss, Cooperative Markets</p> <h3><strong>License:</strong></h3> <p>© Sharon Kaitano 2025. Licensed under <a target="_new" rel="noopener">Creative Commons Attribution 4.0 International (CC BY 4.0)</a></p> |
| title | Responsible AI & Ownership Model for Kenyan Women & Youth Farmers |
| topic | Traceability SmallHolder Farmers Responsible AI Digital Agriculture Etims Inclusive Development Youth and Women Empowerment AgriTech Data Governance Kenya SDGs Post-Harvest Loss Cooperative markets |
| url | https://doi.org/10.5281/zenodo.15689979 |