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Research

Informing the Future

We investigate the technical and social architectures of coordination, ensuring digital systems serve human intent across diverse contexts.

Intelligence & Context

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.

View Repository

  1. The Architecture of Coordinated Trust

    Technical White-Paper

  2. Linguistic Sovereignty in Digital Payments

    Research Summary

  3. Foundations of utambuliSSO Protocol

    Framework Spec