Insights

Insights

Research, frameworks, and analysis from twenty-five years of institutional work and forty-three peer-reviewed publications on learning systems and AI integration.

Resources

Resources

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Beyond Tool Adoption: A Systems Approach to Institutional AI Integration

Examines automation bias, cognitive offloading, workflow transformation, and the governance structures that determine whether AI becomes an institutional asset or an institutional liability.

Coming soon

Resource file coming soon.

Open access

AI Maturity Framework Overview

A one-page visual map of the Meridian AI Maturity Profile: four dimensions, sector-specific probes, maturity levels, and report outputs. Open for personal, educational, and non-commercial reference with attribution.

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Additional citation-ready resources are in preparation. Use the contact form to request specific materials, CRAFT attribution guidance, or examples tied to your institutional context.

Peer-reviewed research

Publications and work samples

Forty-three peer-reviewed publications on online learning, quality assurance, and AI integration are listed on ResearchGate.

Course-design rubrics, sample eLearning modules, AI governance examples, and CRAFT citation guidance are available on request for qualified educational, institutional, and development-sector uses.

View on ResearchGate Request work samples