We map, measure, and analyze entrepreneurial support organizations across Africa, MENA and Europe — so governments, investors and entrepreneurs can make smarter decisions, with science.
From open public data to entrepreneur networking and decision intelligence — pick the door that fits your role.
Live atlas, rankings, country diagnostics, network analyses, comparative dashboards. For governments, investors, donors and academics.
Find the right support program, incubator, accelerator or financing partner. For African entrepreneurs and the structures that support them.
In-depth strategic ecosystem reports, custom diagnostics, advisory missions. The full scientific output, tailored to your decisions.
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Each card is a live snapshot, refreshed weekly. Pulled from our 5-layer OSE Quality Score model.
The highest-quality ecosystem in the study. Strongest technical support layer (L1: 24.3). Mubadala plays a direct connector role. Most balanced sub-role distribution: a rare early-to-late continuum.
Largest MENA ecosystem (408 actors). Shaped by Vision 2030 giga-project logic — PIF and NEOM at top centrality. Most geographically distributed (11 cities), highest modularity (0.429) reveals distinct sub-communities.
Ranked by qualified actors in our database, refreshed weekly. Pulled from api.ose.africa.
Cumulative qualified actors. Each tick = 1 week. The slope is the speed at which we’re mapping the African entrepreneurial landscape.
% of actors providing at least one support service per layer (Africa, MENA, GCC).
See how lower layers (Technical, Cognitive) dominate while higher layers (Symbolic, Psychological) remain structurally under-served.
Source : OSE database, qualified actors across Africa+MENA+GCC. Theoretical anchor: Guéneau (under review) — The Hidden Architecture of Entrepreneurial Ecosystems, IJMR.
10+ years of longitudinal observation. 5 theoretical layers. 14 quality indicators. A multi-awarded scientific council.
| Traditional approach | OSE approach | Decision-maker benefit |
|---|---|---|
| Self-reported surveys | Big Data + qualification | Objective, unbiased |
| Static snapshot | 10+ years time series | Understand dynamics |
| Isolated actors | Network analysis | See who works with whom |
| Macro-economics | Meso-analysis (value chain) | The “missing link” of policy |
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