Applied Research & Development
Exploring AI applications at the intersection of ESG, development rights, and worker voice
Independent research examining how artificial intelligence can be applied to advance environmental, social, and governance frameworks in extractive industries, enforce development rights, and amplify marginalized voices through multilingual voice technology.
Research Projects
Interactive prototypes and frameworks exploring practical AI applications in development and governance
AI & ESG in Extractive Industries
Research Focus
Examining how AI can transform ESG monitoring, reporting, and compliance in mining and extractive sectors through multi-agent systems and advanced analytics.
Key Components
- • ESG framework mappings (GRI, IFRS, BRSR)
- • Multi-agent Guardian Network concept
- • Interactive case studies and visualizations
- • Comprehensive application taxonomy
Technologies Explored
Interactive application with multiple sections and visualizations
JustDev Framework
Research Focus
Proof-of-concept exploring AI-powered enforcement mechanisms for Just Development Rights, bridging international frameworks with local implementation.
Key Components
- • Rights-based development framework
- • AI monitoring and enforcement systems
- • Participatory governance models
- • Impact assessment methodologies
Technologies Explored
Interactive framework for rights-based development
GrieVoice System
Research Focus
Developing accessible AI-powered grievance mechanisms for marginalized workers using multilingual voice agents and low-bandwidth channels (USSD, WhatsApp).
Key Components
- • Multilingual voice-first interface
- • USSD integration (no smartphone required)
- • WhatsApp bot integration
- • Worker-centered grievance processing
Technologies Explored
Interactive demo and architecture documentation
Research Approach
Methodology
Combining theoretical frameworks with interactive prototypes to explore practical implementations. Focus on human-centered design, ethical AI application, and accessibility for marginalized communities.
Interdisciplinary Lens
Drawing from AI ethics, development studies, governance frameworks, and on-the-ground experience to bridge technical possibilities with real-world constraints and needs.
Interested in Collaborating?
Open to opportunities in AI ethics, ESG technology, development rights, or worker voice systems.
Get in Touch