AX CUBE

The most practical AI training only Hyundai Research Institute (HRI) can deliver,
combining online learning with offline hands-on practice

Job RoleClarifying how AI is applied for each job function
PurposeStructuring courses around each AI use case
LevelSegmenting courses by task difficulty within the same role

Why AX training, and why now?

Organizations that “understand” AI
and those that “actually use it” are growing further apart

Many organizations have started adopting AI, but few carry it through to real use on the job.
Hyundai Research Institute (HRI) focuses on ‘who uses AI, for which tasks, and to what end.’

Organizations that adopted AI but barely use it

Organizations that adopted AI but barely use it

Uneven adoption levels across departments

Uneven adoption levels across departments

A lack of training that applies to real work

A lack of training that applies to real work

Organizations with a high share of repetitive work

Organizations with a high share of repetitive work

Learning that doesn’t stop at learning —
Blended AX Learning

An AX Learning Flow to learn, practice, and apply on the job

Online LearningGrasping AI fundamentals through repeated practice
Offline Hands-on WorkshopWorkshops run on real work tasks
On-the-Job ApplicationAX execution tailored to your organization

Training designed around three core pillars
that reflect your AX strategy

Who — At what level — Why

The most multidimensional AI training, designed around the three core pillars that support your AX strategy

Job Role

  • Common skills
  • Sales · Service · Production
  • Management · Support · Operations
  • R&D · Design · Strategic planning

Level

  • Foundational
  • Advanced – Role-specific
  • Advanced – Industry-specific

Purpose

  • Productivity
  • Data utilization
  • Task automation
  • Innovation & decision-making

Industry

  • Finance
  • Manufacturing
  • Retail
  • Healthcare

From fundamentals to advanced,

AX-CUBE Roadmap

We deliver the most practical learning experience,
tailored to your organization’s work environment and level.

Foundation

AI Fundamentals

Theme 01

Understanding AI

Security · Ethics · Mindset

Theme 02

Intro to Generative AI & AX

Core concepts of generative AI and an understanding of AX Writing prompts optimized for work

Theme 03

Research & Market Analysis

Market research and trend analysis, plus web research, article crawling, and more

Theme 04

Documents & Reports

Drafting reports and proposals, plus hands-on PPT and Excel automation

Theme 05

Content Creation

Generating text and image content Producing promotional and educational video content

Theme 06

Data Utilization & Analysis

From data analysis basics to hands-on practice Visualization, RAG setup, and more

Application

AI Application & Innovation

Theme 07

Task Automation (Workflow)

Automating repetitive workflows with n8n/Make/Copilot and similar tools

Theme 08

AI Agents & Chatbots

Your own AI assistant, in-house chatbots, and building RAG-based knowledge agents

Theme 09

Vibe Coding

Prototypes even non-developers can build, plus simple services and apps

Transformation

AX Leadership

Theme 10

Role-specific + Industry-specific

(Roles) Sales · Service · Production · Support · Operations, etc. (Industries) Finance · Manufacturing · Retail · Healthcare, etc.

Theme 11

Technology Trends

Key topics and AI productivity tools

Theme 12

AX Leadership

Value creation · Decision-making · Performance management · Change management

[Example] Real-World Innovation Workshop Built on AI Agents

A Blended Learning case run with a focus on real-world application,
from pre-learning through the workshop and final presentations

Project Goal

Understand AI agent architecture and
build a task-automation prototype based on organizational needs

Participants

An advanced course for practitioners
who already have experience using AI

Offline

AI Agent Design Practicum

Getting started with AI agents & Python fundamentals practice
Developing your own AI agent
Building and deploying a web-based prototype
Online

Self-Directed & Advanced Learning

Advanced AI task automation: Automation design with Make · n8nLee Seung-pil, Head of Usability Research Lab
AI program development based on vibe codingLee Jung-hak, Professor of Business Administration, Dongguk University
Offline

Vibe Coding Workshop

AI tool selection coaching and development environment setup
Interviews to define the problem & strategy built on feedback
Solution development and team presentations

Hands-on AX training that doesn’t stop at learning,
connecting all the way through to real work deliverables

Design AX training that fits your organization.