Knowledge & Publications

Research outputs, frameworks, and reports advancing equitable knowledge infrastructure

Our Research & Publications

KOWNAIN produces research, frameworks, and reports that advance understanding of language infrastructure, AI readiness, and knowledge systems. Our publications serve researchers, policymakers, and practitioners working to build more equitable AI systems.

Somali Model Readiness Index (SMRI) Report

Assessment Framework • 2024

A comprehensive framework measuring Somali language ecosystem readiness for AI participation, covering data quality, linguistic standardization, and infrastructure maturity.

SLIP Program Executive Overview

Program Documentation • 2024

Detailed documentation of the Somali Language Infrastructure Program, including objectives, structure, governance, and implementation approach with partner Bookoob Ltd.

Expanding Knowledge Base

Our research and publication portfolio continues to grow as we develop new frameworks, assess language ecosystems, and document best practices for equitable AI infrastructure.

For collaboration opportunities or to access research materials, contact info@kownain.com.