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NoInitiativePolicy BasisImplementation ScopeEvidence
1University Policy on AI & Digital TransformationRector Regulation on AI, Data Governance, and Digital ServicesApplies to all faculties and administrative units https://shorturl.at/2fqF9
2Integrated ERP System (Academic, HR, Finance)Digital Transformation Roadmap 2023–2027Institution-wide integration of academic records, HR, payroll, procurement, and budgeting https://plan.snru.ac.th/topics/50729   https://plan.snru.ac.th/topics/49018          
3AI-Based Decision Support DashboardInstitutional Data Governance PolicyPredictive analytics for enrollment trends, retention monitoring, and resource planninghttps://db.snru.ac.th/ita_report/
4IoT-Based Smart Facility MonitoringSmart Campus Initiative PolicyIoT sensors for energy monitoring, space utilization, and facility efficiency 
5E-Signature & Paperless Workflow SystemPaperless Administration GuidelineDigital document approval across rectorate, faculties, and unitshttps://arit.snru.ac.th/ca  
6AI Chatbot for Student & Staff ServicesDigital Service Innovation PolicyAI chatbot integrated with student portal for routine inquiries
7Single Sign-On (SSO) IntegrationICT Security & Access Control PolicyUnified authentication across all core administrative platformsSakon Nakhon Rajabhat University (SNRU) implements a Single Sign-On (SSO) infrastructure to streamline unified authentication across all core administrative and academic platforms. By leveraging a centralized SNRU Account system, users experience seamless access to diverse campus services—ranging from the campus-wide Wi-Fi network to the university’s integrated ERP workflows—while simultaneously upgrading institutional cyber-security guidelines and role-based data access controls.
8Continuous Evaluation & Upgrade MechanismAnnual ICT Performance Review FrameworkKPI monitoring, SLA tracking, periodic AI model retraining, and system upgradeshttps://fix.snru.ac.th/ Sakon Nakhon Rajabhat University (SNRU) ensures continuous evaluation and operational efficiency of its campus-wide IT network through an online ICT Helpdesk and Ticketing System managed by the Office of Academic Resources and Information Technology (ARIT). SLA Tracking & Issue Resolution: The online troubleshooting platform acts as a centralized repository for receiving and managing network, hardware, and internet-related issues from students and staff. Every ticket automatically logs the submission time, allowing the IT department to track Service Level Agreements (SLAs) and ensure that critical network dropouts or technical glitches are responded to and resolved within the stipulated timeframes (e.g., within 2–4 hours). KPI Monitoring & Infrastructure Upgrades: The data compiled from annual helpdesk tickets serves as a vital KPI monitoring tool. ARIT analyzes the frequency, location, and types of reported issues to identify infrastructure weak points. This data directly drives decision-making for scheduled System Upgrades, such as expanding Wi-Fi access points in high-traffic academic areas or replacing aging physical routing hardware. Continuous Feedback Loop: By utilizing automated feedback and ticket closure logs, the university establishes a continuous evaluation mechanism that minimizes technical downtime, optimizes IT personnel allocation, and supports a seamless digital learning environment.