Resource from across the globe
Insights, Frameworks, and Research for Leaders Operating in Complex Environments.
Articles, reports, and tools from the ELFA team — built from real engagements across four continents.
Short-form pieces on leadership, context intelligence, and real-world application.
Articles and Insights
Why We Keep Writing About the AI–Human Intersection in Complex...
One may ask why we are writing so much about the AI–human intersection in complex contexts. The simple...
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As $97 Billion Flows Into Africa, “Context Tax” Quietly Undermines...
Capital is rotating, and Africa is the destination. While FDI flows to developing economies overall declined 2 percent...
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Long-form research and white papers. Gated or ungated depending on resource.
Reports and Publications
Compliant with PIPEDA and Canadian Privacy Law Effective Date: April 13, 2026
Statement by Edify Learning Forum recognizing Indigenous Peoples and Treaty 7 territory in Calgary, Alberta
MAPS-aligned downloadable tools: assessment checklists, canvases, one-page guides.
Tools and Frameworks
MAPS Market Logic
Traditional analytics show what is happening; MAPS Market Logic explains why and what comes next. This platform eliminates blind spots in complex environments by blending rigorous data-driven insights with local context to decode the underlying forces shaping your market.
Anonymised accounts of how organisations used MAPS to navigate a specific decision or deployment.


