An AI-driven policy governance platform that translates complex S&T R&D data and public ODA systems into role-specific insights for scientists, policymakers, entrepreneurs, and citizens.
Public–Private Lag Index0.58Updated every 6s
Knowledge Governance Framework
Switch between technology intelligence analysis and city capability diagnosis.
Who are you in the innovation ecosystem?
Select your role to receive tailored insights, diagnostics, and action roadmaps.
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Scientist / Researcher
Designing next-generation architectures and pushing technical frontiers.
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Policymaker
Allocating budgets and shaping national industrial roadmaps.
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Entrepreneur / Investor
Identifying market gaps, driving commercialization, and securing first-mover advantage.
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Informed Citizen
Monitoring public spend and advocating for technology that improves everyday life.
Scientist — Core Question
"What are the fundamental engineering bottlenecks, and how can we overcome them at the architectural level?"
Intelligent R&D Keyword Analysis
Enter a keyword or select a technology domain below. The AI pipeline will map stakeholders and generate a diagnostic report.
Active Domains:
Live Analysis Pipeline
Stakeholder Dual Matrix
Click any node to surface stakeholder details. Two complementary lenses for mapping alignment gaps.
Matrix 1 — External Visibility (V) vs. Business Influence (I)
→ Visibility (V)↑ Influence (I)
Matrix 2 — Participation Interest (Int) vs. Technical Capacity (C)
→ Interest (Int)↑ Capacity (C)
Stakeholder Mismatch Taxonomy
Visibility–Influence (V–I) and Capacity–Interest (C–Int) scores combined into actionable alignment types. Click a row to synchronise the matrices.
Stakeholder
Role
V / I
C / Int
Alignment Type
PSCI Mode — Public Sector Capability Index
AI-Generated Mock Data NoticeAll figures and documents used in this module are simulation data generated for methodological testing. Do not use for real investment or policy decisions without primary source verification.
Document Evidence ≠ Interview TruthQuantitative documents complement — but never replace — qualitative stakeholder interviews. Cross-validation between both sources is mandatory for accurate capability grading.
Sejong Special Self-Governing City — PSCI Capability Diagnostic
Adjust the sliders to simulate different maturity levels and see real-time eligibility updates for multilateral development bank funding.
Global green infrastructure standards must be localized for high-density East Asian urban environments. Three adaptation pillars:
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Vertical Distributed Energy
BIPV panels on rooftops and facades of high-rise buildings, linked into a vertical microgrid — bypassing the need for large flat land unavailable in dense cities.
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Zoning Sandbox Priority
A 5-year special exemption package for underground ESS installations in public parks, pre-clearing strict local land-use regulations that would otherwise stall deployment.
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Resident O&M Guarantee
Consortium with local vocational schools and youth ventures to build a 24/7 on-site maintenance team — preventing the "abandoned hardware" failure pattern common in ODA projects.