Informing the Future
We investigate the technical and social architectures of coordination, ensuring digital systems serve human intent across diverse contexts.
Uliza AI
Coordination requires deep context. Uliza AI is our dedicated intelligence platform designed to bridge the gap between complex coordination data and actionable insights.
Currently leveraging the power of DeepSeek architectures, we are actively developing our own sovereign models. Our goal is to provide high-accuracy intelligence that natively understands Swahili, Kisii, Kikuyu, and Luhya.
- Fine-Tuning
- Optimizing open-source models for high accuracy in low-resource settings.
- Context Mapping
- Bridging linguistic gaps with cultural and coordination semantics.
- Swahili
- Expanding LLM capability for regional nuances.
- Kisii
- Dialect-aware coordination interfaces.
- Kikuyu
- Native-contextual evaluation models.
- Luhya
- Contextual semantic processing.
Active Research Tracks
Our ongoing investigations into the future of decentralized systems and digital infrastructure.
Identity Privacy
Exploring Zero-Knowledge Proofs for sovereign identity without compromising user anonymity.
Graph Coordination
Analyzing community trust structures through large-scale graph analysis and coordination theory.
Adaptive Infra
Designing modular infrastructure that adapts to regional regulatory and bandwidth constraints.
Technical Papers
Documenting our findings and frameworks for the wider ecosystem.
The Architecture of Coordinated Trust
Technical White-PaperLinguistic Sovereignty in Digital Payments
Research SummaryFoundations of utambuliSSO Protocol
Framework Spec