Scalability & Policy
A staged path for moving from Makerere’s pilot environment to broader institutional adoption without sacrificing faculty control or creating vendor dependency.
From Makerere to the Nation
The longitudinal scalability of this intervention depends equally on its foundational software architecture and the deliberate cultivation of human capital. Our expansion logic is staged, disciplined, and domain-agnostic.
Scaling Phases
A Staged, Disciplined Expansion Pathway
The Pilot Domain
Computing at COCIS
The platform is currently grounded within Makerere University's College of Computing and Information Sciences (COCIS). The initial localized curriculum dataset explicitly maps the highly specialized cognitive and psychomotor requirements of computer science and software engineering.
Cross-Disciplinary Scale
Health Sciences & Education
Because the foundational data model structures curriculum logic abstractly rather than hardcoding specific computing subjects, the same architecture can effortlessly ingest curriculum data from other faculties undergoing similar competency-based transitions.
National Higher Education
Ugandan Universities
Following successful cross-disciplinary validation at Makerere University, the open-access offline toolkit will be prepared for deployment across other Ugandan universities, entirely bypassing the risk of long-term commercial vendor lock-in.
Policy Integration
Transforming higher education assessments cannot occur in a vacuum; it requires deep alignment with national policy mandates. Higher education computing disciplines across Uganda are undergoing a fundamental structural transition from traditional knowledge-based instruction to competency-based education frameworks.
NCDC Alignment
Closely collaborating with the National Curriculum Development Centre to ensure the localized curriculum corpus aligns with national educational reform priorities.
Global Competency Standards
Aligned with CC2020 and CS2023 frameworks developed by ACM and IEEE Computer Society, guaranteeing local automation meets international standards.
Structural Compliance
Transforms the software from a simple grading application into a structural compliance mechanism for competency-based education reform.
Evidence-Based Policy Advocacy
To guarantee sustainable institutional outreach, the technical artifacts generated by CBC-Logic Studio are accompanied by targeted policy briefs directed at university governance and national education boards. By synthesizing participatory evaluation telemetry, these briefs supply an evidence-based roadmap demonstrating how African universities can safely deploy AI-automated assessment generation while preserving faculty authority and pedagogical integrity.
Ready to Scale With Us?
Join us in bringing competency-based curriculum intelligence to institutions across Uganda and beyond.