PRGDAI-SD 360+ Decision Architecture: Integrating Performance, Risk, Governance, Data, Artificial Intelligence, Sustainability, and Decision Execution
Description
PRGDAI-SD 360+ Decision Architecture is a universal, KPI-governed, evidence-based, and AI-ready meta-architecture for strategic decision-making and governance. It integrates seven decision-quality dimensions: Performance, Risk, Governance, Data, Artificial Intelligence, Sustainability, and Decision Execution. The method is designed to help executives, policymakers, researchers, data leaders, AI strategists, governance boards, and institutional decision-makers convert fragmented KPIs, risk signals, data streams, AI insights, sustainability indicators, and governance inputs into auditable, ethically bounded, and action-oriented decisions. The architecture follows a design science research logic and supports the full decision chain: problem diagnosis → indicator design → data validation → scoring → risk sensing → governance review → decision execution → learning and recalibration. PRGDAI-SD 360+ can be applied across three major application families: 1. Organizational and sectoral governance: airline strategy, airline logistics, MRO, tourism, supply-chain resilience, customer experience, safety, finance, operations, procurement, and sustainability management. 2. Digital and technological governance: data governance, AI governance, cybersecurity, digital resilience, digital transformation, business intelligence, automation, predictive analytics, decision intelligence, and agentic AI-enabled systems. 3. Civilizational and theological governance: civilizational studies, Taqrīb, comparative Kalām, Islamic unity, interreligious dialogue, Christian ecumenism, waqf governance, and sacred-text-to-governance translation. The method consolidates and extends the author’s previous KPI-governed and civilizational frameworks, including IKEF-360+, 7S-360, CAT, TDDM, UCTA, UCTA-PA, GKSF, IHF, ITDF, IDDF, ECKF, TPF-CJ, DDRNIC, and ICRA/MCPI. These prior frameworks function as domain-specific modules, while PRGDAI-SD 360+ provides the universal decision architecture. Its main contribution is not simply performance measurement, but the construction of a 360-degree decision system that links performance intelligence, risk intelligence, governance accountability, data trustworthiness, AI readiness, sustainability impact, and decision execution into one reusable model for evidence-based strategic governance. In sensitive theological and civilizational contexts, the method explicitly treats indicators as decision-support instruments, not as substitutes for theology, ethics, sacred meaning, scholarly judgment, or human dignity.
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Additional details
Additional titles
- Alternative title (Persian)
- PRGDAI-SD 360+: معماری ۳۶۰ درجۀ تصمیمگیری برای یکپارچهسازی عملکرد، ریسک، حکمرانی، داده، هوش مصنوعی، پایداری و اجرای تصمیم
- Subtitle (English)
- A Universal KPI-Governed, Evidence-Based, and AI-Ready Meta-Architecture for Strategic Decision-Making and Governance
Identifiers
- URL
- https://www.researchgate.net/publication/404652667_PRGDAI-SD_360_Decision_Architecture_Integrating_Performance_Risk_Governance_Data_Artificial_Intelligence_Sustainability_and_Decision_Execution
- DOI
- 10.13140/RG.2.2.17495.02729
- URL
- https://www.academia.edu/166875263/PRGDAI_SD_360_Decision_Architecture_Integrating_Performance_Risk_Governance_Data_Artificial_Intelligence_Sustainability_and_Decision_Execution
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