The measured proof of your Vision.
Capital has been deployed and the apparatus is young. What the world cannot yet see is the architecture: how dense, how differentiated, how orchestrated. OSE measures it at world standard — comparable with every peer, citable anywhere.






Announcements are visible. Architecture is not.
Regional competition is now a competition of proof. A third-party, peer-reviewed measurement of the ecosystem — not a count of launches — is what a sovereign narrative needs to hold at Davos, at the IMF and in the executive office.
- A young apparatus whose turnover and differentiation are not yet documented.
- No independent comparison with regional peers on the same framework.
- Data sovereignty requirements most providers cannot meet.
- Deliverables required in both English and Arabic for executive and press audiences.
Measured on the live base — never declared.
Network density and orchestration
Co-occurrence density of the top-30 network (Qatar 0.146 vs. Saudi Arabia 0.063) and the role of the dominant orchestrator — the structural signature of a sovereign-led ecosystem.
Functional differentiation
Shannon-entropy differentiation across the 14 boosts: Gulf 0.79 vs. world 0.87. It tells you whether the apparatus specialises or duplicates.
Membership turnover
Founding cohorts and churn: 19.9% of organizations worldwide were founded since 2020 (cohort peak 2015). Your apparatus's age structure, benchmarked.
Apparatus × enforcement
The COTEE cultivation interaction (β = 0.23) and its FDI effect (+0.60, p 0.051) — how a strong institutional regime lets built support convert into creation and investment.
Three results that change the decision.
Published or replicated on the OSE database — the same numbers you will find in OSE Expert.
Two Gulf ecosystems, two architectures.
Top-30 co-occurrence density is 0.146 in Qatar and 0.063 in Saudi Arabia — a hyper-connected orchestrated core versus a broader, less coupled apparatus. Neither is “better”; each requires a different orchestration strategy.
Gulf differentiation sits below the world average.
Functional Differentiation Index 0.79 in the Gulf vs. 0.87 worldwide (Oceania 0.93). The lever is specialisation of the existing apparatus, not more structures.
Apparatus meets enforcement: a measurable FDI effect.
The cultivation interaction has an effect of +0.60 on foreign direct investment (p 0.051) and none on patents or high-tech exports — the Vision's investment narrative can be measured, its innovation narrative cannot be claimed from it.
Sources: COTEE replication on the OSE database (WGI 2023, World Bank outcomes); Guéneau et al. (2026), Journal of Business Venturing Insights; Aligned Gender Index (World Bank Gender Statistics); AEEI (africa.ecosystem.build). Measures are computed live in OSE Expert.
What you get.
Sovereign instance — your flag
« OSE in [country] » on sovereign cloud or local hosting, national governance, teams trained by ADALIA on the same framework.
VVIP strategic radar
Single sovereign seat with longitudinal evidence of what the capital builds; quarterly steering reviews with the scientific council.
Flagship index & roadshow kit
Annual public ranking with audited methodology, EN/AR one-pagers and investor material — the third-party authority your nation-branding team can cite.
Three steps, no commitment before the first.
- 1
Vision briefing
Your ecosystem read against regional peers: density, differentiation, turnover — in 30 minutes, EN or AR.
- 2
Sovereign instance
Deployment on your infrastructure, governance charter, teams trained on the framework.
- 3
Flagship proof
Annual public index and executive radar: measured, citable, under your flag.
Other audiences.
- Governments & Ministries
- Donors & DFIs
- Foundations
- Embassies & Bilateral
- Investors & VCs
- Researchers & Universities
- Founders & Entrepreneurs
Galaxy OSE observes; ADALIA trains; EERS advances the science. See how they combine →
Measure what the capital built.
A confidential 45-minute reading of your ecosystem's architecture against its regional peers.