
Empowering the Next Generation of Leaders for the AI Era.
Units
Years
1 VENTURE PITCH
Who Thrives Here?
"We don’t just teach you to use AI;
we teach you to orchestrate AI systems to supercharge your career."
For Fresh Graduates

Focus: FROM EXECUTOR TO ORCHESTRATOR
Don't enter the market already behind. You are no longer competing solely with peers, but with instant, low-cost algorithms. To be competitive, you must stop doing the grunt work and start managing the agents that do it. Learn to orchestrate the system, or be replaced by it.
Degree Requirement: 96 Units
36 Core
48 Elective
12 Capstone
CORE
PILLAR 01
AI Core
Technical Foundations & Leadership
PILLAR 02
Models & Data
Application & Strategy
PILLAR 03
Business
Ethics & Sustainability
ELECTIVE
AI Innovation Electives
Ms Aii Innovation Electives that are offered to students. Below are a few examples of the classes students can take.
Aii and AiCE Curriculum Sharing
Aii students can take AiCE classes as electives to fulfill their graduation requirements.
CAPSTONE
Mandatory: Required for all study tracks.
Practicum-Based: Transition from learner to practitioner.
Focus: The Business of AI. While solutions are technical, the grading focuses on business thinking and market application.
Outcome: A comprehensive pitch including technical architecture, go-to-market strategy, and financial projections.
Instructors: serve as Business Mentors, guiding teams through the commercialization lifecycle.
Schedule: Required at the last two semesters before graduation.

Design Your Journey
Specialized Pathways
Professional Training Pathway (PTP)
Designed for individuals who have completed accredited CMKL professional training courses.
• Transfer eligible training credit toward graduate degree.
• Enables participation in the Accelerated Track.
• Maximum credit transfer: 24 units.
Integrated B.Eng. / M.S. (IMB)
A unique pathway for academically excellent Bachelor of Engineering (AiCE) students.
• Eligibility: AiCE juniors with >3.00 QPA.
• No separate application fees or GRE required.
• Complete M.S. degrees concurrently or immediately following B.Eng.
Join the Revolution
Become the visionary leader who drives impactful innovation at CMKL University.
graduate@cmkl.ac.th
Ready to apply?
Start your journey with the M.S. in AI Innovation today.



