강의

멘토링

커뮤니티

NEW
Applied AI

/

AI for Work

Manufacturing AI·DX ROI Playbook - How to Turn AX Technology into a 90-Day Project

Are you feeling frustrated after receiving a vague order to "go buy some AI," without knowing where to apply it to actually make a profit? 😰 Forget the flashy technical pitches from vendors—we’ll show you practical design methods to prove ROI on the manufacturing floor within 90 days! 🛠️ Double your factory's AX adoption success rate with expert know-how that saves billions of won in trial and error! 💰📈

4 learners are taking this course

Level Beginner

Course period Unlimited

  • fleem826937
제조ai
제조ai
dx
dx
스마트팩토리
스마트팩토리
최적화
최적화
Generative AI
Generative AI
제조ai
제조ai
dx
dx
스마트팩토리
스마트팩토리
최적화
최적화
Generative AI
Generative AI

What you will gain after the course

  • The foresight to distinguish between 'winning spots' and 'losing spots' from an ROI perspective rather than a technological one.

  • Completion of the 90-day PoC canvas and implementation checklist for each of the 5 core DX technologies

  • Designing operational routines to avoid on-site failure patterns such as false calls (over-detection) and alarm fatigue.

  • The ability to set core KPIs for each technology to prove Hard ROI and Soft ROI through numerical data.

  • Creating a 'Priority Matrix' to identify the most urgent tasks for our factory

Are you suffering because of your manager's single remark, "Go buy some AI for us too"? 😰 Congratulations! You've come to the right place. If you don't want to be swayed by a vendor's flashy technical presentation and end up adopting "expensive trash," hop on this lecture right now! 🚀


🤖 "AI is not about shopping; it's about design."

Why do most manufacturing AI implementations fail at the PoC stage? It’s not because of a lack of technology. It’s because they failed to identify 'where the money is.' This course strictly avoids listing vendor advantages and instead provides a practical playbook for proving ROI (Return on Investment) within 90 days from the perspective of an implementation manager.


💡 3 Reasons Why This Course Is Special

  1. Strictly ROI-focused: We relentlessly dig into "where to apply it to make money" rather than "what AI is."

  2. Avoiding Failure Patterns: We teach you how to elegantly avoid the Top 3 On-site Pitfalls—such as false rejects (over-detection), alarm fatigue, and resistance from the field—that can result in losses of hundreds of millions of won.

  3. Immediately Actionable Tools: By the end of the lecture, you will have a 90-day PoC Canvas and an Implementation Checklist for each technology in your hands.


🛠️ Manufacturing DX Master Plan: Complete in 7 Lectures

  • Vision AI: A two-stage gate operation method to save production lines dying from pseudo-defects

  • Predictive Maintenance (PdM): The foresight to boldly let go of areas that do not break down

  • Process Optimization: How to let go of 3D twin ambitions and focus on a single KPI

  • Logistics Automation: Operating rules and communication roadmaps that are more important than the number of robots

  • Field Guide: Designing for 'Compliance' instead of wearables that workers dislike


I have paid the expensive tuition (hundreds of millions of won in sunk costs) on your behalf. For the price of a few cups of coffee, you can skip the trial and error all at once and become a successful AX implementation lead! 💰📈

Recommended for
these people

Who is this course right for?

  • Working-level professionals (Production Tech/Quality/IT·DT) who have been instructed by management to "implement some AI" but are feeling overwhelmed and unsure where to start.

  • Managers who are being criticized on-site because the expensive solutions they implemented are failing to deliver results due to false positives (over-detection) or a lack of operational management.

  • Factory planners who want to save hundreds of millions of won in sunk costs by identifying the truly profitable areas for AI implementation within their own plants.

  • Manufacturing experts who are curious about practical 'implementation and operation processes' that can actually be applied on-site, rather than just theoretical AI knowledge.

Need to know before starting?

  • Manufacturing site terminology

  • Field issue data

Hello
This is

15년 이상 제조업 현장에서 생산기술과 설비 엔지니어링을 경험하며, 데이터와 시스템으로 현장 문제를 해결하는 역할을 수행해 왔습니다. PC 기반 설비 제어부터 시작해 공정·설비 구조를 이해하고, 제조 데이터의 흐름과 업무 구조를 분석하며 시스템적 개선 역량을 쌓아왔습니다.
현재는 제조 AX(AI & Digital Transformation) 영역에서 데이터·공정·시스템·자동화를 연결하는 실무 중심의 솔루션을 설계하고 구현하고 있습니다.

www.linkedin.com/in/기호-이-3015a317b

Curriculum

All

7 lectures ∙ (48min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

Not enough reviews.
Please write a valuable review that helps everyone!

Limited time deal

$12,650.00

50%

$19.80

fleem826937's other courses

Check out other courses by the instructor!

Similar courses

Explore other courses in the same field!