AI TransformationCustomized Corporate Education
From AX maturity diagnosis to PoC-linked education, we systematically strengthen your company's AI capabilities.
Delivered for 16 organizations across 12 industries, including Samsung Electronics, SK innovation E&S and NCSOFT
Why it fades
The training happened. Why did nothing change?
Four things we hear again and again from training coordinators.
Nobody uses it afterwards
Satisfaction scores look good, but usage two months later is close to nothing. The exercises were samples, not the team's own work.
Security blocks the tools we taught
If external models are unreachable from the internal network, people cannot reproduce at their desk what they just learned.
The curriculum stopped six months ago
Models and tools shift every quarter. Material written last year cannot explain the features people use now.
No instructor understands our work
An instructor who knows AI but not your process and regulations stalls the moment a floor-level question arrives.
None of these is a problem with the instructor or the material. What is missing is a design that connects the training to that company's actual work.
Differentiators
A systematic approach to real AI capability enhancement, not just training
Demand-driven Custom Design
Maximize training effectiveness with perfectly customized curricula based on industry, role, and skill level.
Practical PoC Integration
Build immediately applicable skills through PoC projects linked to real work tasks, not just theory.
Practical Expert Training
Maximize field applicability with customized training based on actual work environments and tasks.
Systematic AX Diagnosis
Accurately assess current levels with our proprietary AX maturity diagnostic tool and present a goal achievement roadmap.
Post-training Performance Management
Ensure continuous capability improvement through performance measurement and follow-up support after training.
What we run
Different audiences need different programmes
These six groups come from splitting our 16 delivered engagements by who was in the room. Every count and company name below is work actually delivered.
New and lateral hires
0deliveredLearn the company's tools and data access alongside the job itself. Where roles demand Python and SQL, we start there.
- Mirae Asset Securities
- HD Hyundai Marine Solution
Practitioners
0deliveredThe most requested tier. People bring their own work data, practise on it, and carry it through to an individual PoC.
- SK innovation E&S
- Hansae
- NCSOFT
- Samsung Electronics
- Kumoh National Institute of Technology
- Daedeok Software Meister High School
Newly promoted staff
0deliveredTimed to the change in responsibility. Weighted toward judging what to automate rather than operating the tools.
- Sebang Global Battery
Executives and leads
0deliveredOnly what decisions require: what is possible now, what is not yet, and how to judge an adoption case.
- The Chosun Ilbo
- Treenod
- Samsung C&T
Company-wide
0deliveredSplit into beginner and intermediate so the same tool lands at each level. At this scale, preventing drop-off matters more than pace.
- iriver
- Aromatica
- Sinjimoru
Engineers and the floor
0deliveredRuns through custom model development and PoC deployment. Computer vision work that needs real production data sits here.
- Renault Korea
Track record
Where we taught, and what we taught
16 organizations across 12 industries. Program names and audiences, on the record.
| Organization | Program | Audience | Industry |
|---|---|---|---|
| SK innovation E&S | Year-long AX transformation program and mentoring | LNG AX Strategy & Power Business teams | Energy |
| The Chosun Ilbo | AX project-based learning for leadership | Leadership | Media |
| Hansae | Year-long AX program (intermediate) | Practitioners | Fashion & manufacturing |
| Sebang Global Battery | Training for newly promoted senior staff | Promoted staff | Manufacturing |
| NCSOFT | Data analysis: foundation and advanced tracks | Practitioners (with individual PoC mentoring) | Games |
| Mirae Asset Securities | Python + SQL for AI-assisted work | New hires | Finance |
| Samsung Electronics | Internal data science certification course | Korea HQ | Electronics |
| Kumoh National Institute of Technology | AI analysis automation through data thinking | GIDX Academy, Gyeongbuk Industrial DX Center | Public & education |
| Treenod | AI training for function leads | Function leads | Games |
| iriver | Developing training content on Google Workspace | Company-wide | Electronics |
| Renault Korea | Process automation PoC with YOLOv11 computer vision | Engineers | Automotive |
| HD Hyundai Marine Solution | Working with GPT-5 | Experienced new joiners | Shipbuilding & marine |
| Samsung C&T | Executive data science program and workflow automation PoC | Construction division executives and staff | Construction |
| Aromatica | Company-wide AX program, run annually | Company-wide (beginner and intermediate) | Cosmetics |
| Sinjimoru | AX workflow automation program | Company-wide | Manufacturing |
| Daedeok Software Meister High School | Claude Master program for teachers | Middle and high school teachers in Daejeon | Public & education |
Some program details are omitted at the client's request.
Training Cases
We have successfully conducted AI capability enhancement training with companies across various industries
Renault Korea
Automotive · 2025.10
Process automation PoC with YOLOv11 computer vision
Engineers
- Computer vision technology trends and data science fundamentals
- Developing a custom YOLOv11 model and applying it as a PoC
SK innovation E&S
Energy · 2026.05
Year-long AX transformation program and mentoring
LNG AX Strategy & Power Business teams
- AX transformation PBL coaching for the LNG AX Strategy and Power Business teams
- RAG training built on AWS SageMaker and QuickSight
Mirae Asset Securities
Finance · 2025.12
Python + SQL for AI-assisted work
New hires
- Python and SQL for AI-assisted work, aimed at the in-house AIOps platform
- Hands-on practice with Pandas, Matplotlib and NumPy
Training Process
Systematically progressed with flexible scheduling tailored to your situation
Diagnosis & Consulting
Analyze current levels through AX maturity diagnosis and set training goals
Custom Design
Design and provide customized curriculum and materials tailored to learner characteristics
Main Training
Strengthen practical capabilities through systematic training combining theory and practice
Practical PoC
Verify applicability through PoC projects based on actual work tasks
Performance Report
Measure training outcomes and propose follow-up development directions
Diagnosis & Consulting
Analyze current levels through AX maturity diagnosis and set training goals
Custom Design
Design and provide customized curriculum and materials tailored to learner characteristics
Main Training
Strengthen practical capabilities through systematic training combining theory and practice
Practical PoC
Verify applicability through PoC projects based on actual work tasks
Performance Report
Measure training outcomes and propose follow-up development directions
How to start
What happens after you get in touch
Stated up front, so you know what precedes the proposal.
- 1
Enquiry
Tell us the audience, the headcount and where you are stuck. The form is short.
- 2
Diagnosis
We check which tools are already in use and how far data access reaches. We interview stakeholders where useful.
- 3
Proposal
You receive a written curriculum by audience, a schedule, and the data scope for exercises.
- 4
Confirm
We adjust on your feedback, then run it.
Start strengthening your AI capabilities now
Contact us about customized AX training programs. Our expert consultants will propose optimal solutions.



