Bridging the gap between high-level AI ambitions and operational reality. We provide empirical assessment frameworks, digital transformation architectures, workforce upskilling, and applied research.
Explore the most actively engaged diagnostic engines, executive playbooks, and strategic research frameworks at TUAI Center.
Interactive spider radar profiles tracking the average baseline scores for every assessment model, continuously aggregated from Cloudflare D1.
6 Core Dimensions • Individual AI delegation, confidence & workflow depth
10 Core Dimensions • Enterprise infrastructure, leadership & data governance
10 Stage-Gate Dimensions • Feasibility, alignment, ROI & risk gates
6 Competency Dimensions • Technical fluency, leadership & risk agility
Over 70% of enterprise AI and digital transformation initiatives fail to scale beyond pilot stages due to fragmented strategy, data silos, lack of workforce fluency, and absent governance. TUAI Center serves as a national hub to anchor your transformation with scientific diagnostic baselines, proven transformation roadmaps, and executive-level accountability.
Evaluate organizational readiness, identify capability gaps, and automatically generate prioritized transformation roadmaps.
A comprehensive 8-Dimension, 32-Subdimension evaluation framework developed for master's capstone projects, corporate digital steering committees, and transformation leaders. Benchmark Current vs. Target capabilities, view live spider radar profiles, and generate an actionable transformation roadmap with Low / Med / High priority assessment.
Measure personal and departmental AI adoption, tool utilization patterns, risk attitudes, and ethical awareness across diverse demographic groups.
Assess company-wide maturity across 5 developmental stages (Initial, Developing, Defined, Managed, Optimized) with detailed radar profile diagrams.
Evaluate specific AI use cases before capital allocation. Review data availability, engineering pipelines, stakeholder buy-in, and measurable ROI.
Identify skill gaps across technical and non-technical staff. Map training pathways from foundational AI literacy to advanced prompt engineering and model deployment.
Partner with Thammasat University for customized institutional surveys, closed organizational cohorts, and bespoke AI curriculum design.
Explore scholarly publications, ASEAN AI governance papers, empirical adoption reports, and ethical AI policy frameworks authored by Thammasat faculty.
A full-stack, 10-stage interactive software environment built to guide executive teams and students through strategic analysis, organizational modeling, process engineering, and digital project execution.
A disciplined, academic-backed lifecycle to ensure investments translate into organizational capability and quantifiable ROI.
Deploy our multi-dimensional diagnostic surveys across leadership and operational tiers to uncover actual readiness, data pipeline quality, and cultural blockers.
Leverage DTOS to map business models, define target As-Is/To-Be value chains, align executive incentives (McKinsey 7S), and design modern ERP data architectures.
Establish clear Low, Medium, and High priority project initiatives. Upskill your workforce through Thammasat Executive Education and practical AI fluency cohorts.
Enforce responsible AI governance, ethical risk guidelines, and data compliance policies. Conduct mandatory stage-gate reviews to audit realized benefits.
A premier capstone evaluation demonstrating the 8-dimension Digital Transformation Maturity Model in action. Bangkok Airways (PG) transitions from legacy boutique offline processes to an intelligent aviation ecosystem.
Benchmark your current state, develop executive alignment, and formulate your transformation roadmap with Thammasat University.
