🧭 EMPIRICAL DIAGNOSTIC SUITE

Strategic AI Assessment Command Center

Measure organizational readiness, evaluate project feasibility, and map workforce capabilities with Thammasat University's scientific diagnostic instruments.

INTERACTIVE SELECTOR

Which Assessment Fits Your Goal Today?

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DIAGNOSTIC 01 • INDIVIDUAL & DEPARTMENTAL

AI Adoption Profile

⏱️ 10 min 14 Sections (A–N)
01

A comprehensive survey to identify your current level of AI knowledge, attitude, usage, and future plans.

● AI Awareness & Daily Usage Frequency
● Prompting Confidence & Workflow Integration
● Attitude, Ethics & Perceived Org Support
● Key Adoption Blockers & Enablement Needs
Best for: All Employees & Department Teams Output: Personal AI Archetype & Barrier Analysis
4-Tier Adoption Archetype
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DIAGNOSTIC 02 • ENTERPRISE ARCHITECTURE

AI Maturity Model

⏱️ 15 min 10 Core Dimensions
02

Evaluate your organization's infrastructure, data governance, and strategic alignment for scaling AI.

● AI Strategy, Leadership & Governance
● Data Readiness & Tech Infrastructure
● Talent, Culture & Process Integration
● Responsible AI, Ecosystem & Value ROI
Best for: Executives, CIOs & Strategy Leaders Output: 10-Axis Radar Profile & Maturity Stage
10-Dimension Spider Radar
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DIAGNOSTIC 03 • PRE-INVESTMENT STAGE-GATE

AI Project Readiness Model

⏱️ 12 min Stage-Gate Audit
03

Assess the viability, data availability, and feasibility of a specific AI project or use case.

● Business Problem Clarity & Strategic Fit
● Data Availability, Quality & Privacy Check
● Technical Feasibility & Integration Scope
● Measurable ROI KPIs & Risk Mitigation
Best for: Project Sponsors, PMs & IT Leads Output: Go / Conditional / Hold Gate Verdict
Pre-CAPEX Stage-Gate Check
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DIAGNOSTIC 04 • HUMAN CAPITAL & SKILLS

AI Workforce Competency

⏱️ 8 min 5 Role Tiers • 6 Domains
04

Evaluate employee skills, strategic alignment, and specific development needs to drive AI adoption.

● Tailored by Role (C-Suite, Manager, Tech, Staff)
● AI Literacy, GenAI Application & Architecture
● Responsible AI Governance & Change Leadership
● Targeted Upskilling & Curriculum Mapping
Best for: HR Leaders, Managers & Technical Staff Output: Role-Based Competency Gap & Training Path
6-Domain Skill Matrix
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Specialized Executive & Cohort Portals

Need a rapid 12-minute executive scan or a full 32-subdimension corporate benchmark? Launch our specialized hubs directly.

🏛️ 3–4 MIN QUICK SCAN

TMA Executive Quick Scan Hub (Models 1–4)

Streamlined 3-to-4 minute executive versions of all 4 diagnostic models with instant live radar charts and a single-page A4 infographic synthesis.

Open TMA Quick Scan Hub →
🎯 55 BENCHMARKS

Digital Project Maturity Evaluation (8-Dim Capstone)

Deep 8-dimension, 32-subdimension evaluation workbench featuring 55 curated Thai & global enterprise benchmarks, Current vs. Target gap scoring, and priority roadmaps.

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🏢 10 ENTERPRISE COHORTS

TMA Corporate Survey Hubs (10 Companies A–Z)

Dedicated executive assessment hubs for invited enterprises: Advanced mPAY, Bangchak, Charoenchai Transformer, PTT Tank Terminal, SCG, SCG Packaging, SCGJWD, SEA (Thailand), SCB, and TMA.

Explore 10 Corporate Hubs (A–Z) →
✈️ ENTERPRISE COHORT

Bangkok Airways Dedicated Assessment Portal

Custom industry cohort portal designed for aviation operational readiness, departmental benchmarking, and executive transformation alignment.

Open Cohort Portal →