Transparency
Building trust through openness about our research, finances, and impact in emerging markets.
Financial Transparency
As a research-driven startup, we believe in transparency about our financial journey and resource allocation.
Current Stage
Early-stage startup with bootstrapped funding. We're focused on building sustainable revenue through our products and research partnerships.
Revenue Model
Product sales, research partnerships, and open-source contributions. We prioritize sustainable growth over rapid scaling.
Investment Strategy
Focused on research and development (60%), community building (25%), and operational costs (15%).
Research Transparency
We believe in open science and making our research accessible to the global community.
Open Source Commitment
All our research tools and frameworks are open source, allowing researchers worldwide to build upon our work and contribute to the advancement of AI technology.
- Research Focus: AI benchmarking tools
- Smile: LLIE model implementation
- Core algorithms and methodologies
Publication Policy
We publish our research findings in peer-reviewed journals and conferences, ensuring our work contributes to the global scientific community.
- Computer vision and AI conferences
- Emerging markets technology journals
- Open access repositories
Impact & Metrics
We measure our success by the positive impact we create in emerging markets and the global research community.
Our Commitment to Transparency
We're committed to maintaining transparency as we grow. This includes regular updates on our research progress, financial milestones, and impact metrics.