AXMOS

AI Transformation · Manufacturing · Operating System

MIKS&T, INC — US Business Agent for AXMOS

The AI Operating System
for Manufacturing AX

Investment · Diagnosis · Education · Manufacturing AI · Execution — a five-company execution consortium covering the entire AX transformation journey.

Why Korea

Korea, a Manufacturing Powerhouse

Emerging as a manufacturing-AI hub capable of large-scale collection of shop-floor equipment data plus the know-how of skilled workers — spanning shipbuilding, automotive, semiconductors, energy, and defense, all the way to K-Contents and F&B.

  • Korea's Great Leap Forward: 3 mega-projects, KRW 800 trillion total investment
  • Samsung Electronics & SK Hynix building 4 fabs in the southwestern region
"Who will apply AI to real industry to create productivity and profitability?"
Consortium Architecture

The AI Era: An Expanded Redefinition of Manufacturing

In the AI era, manufacturing is not simply factory automation — it is every act of creation that begins with an individual's idea. AXMOS diagnoses and deploys AX workflows spanning beyond factories to small businesses and independent makers, connecting the value chain of capital, strategy, technology, education, and service.

Capital

Translink

Investment

Strategy · PMO

WVB

Strategy

Education

Codepresso

Certification

Infra Agent

Popup

FDE

Manufacturing AI

Drimaes

Robot AI

LAYER 3 · Culture Spreading industry standards and a new way of working (Community · Standard · Empowerment)
LAYER 2 · Platform The execution layer connecting workflows and agents (API)
LAYER 1 · Product AI Infra, Coding Tools — Core Tools

AI Model + AI Work OS becomes the new standard for a redefined manufacturing industry.

Consortium · 2026.03

AX-Specialized 5 Companies — AXMOS Consortium

Translink

Investment & Global Growth

Silicon Valley, US · Financial support / reference expansion

WVB

Global Commercialization & Strategy

Singapore · Overall strategy · roadmap / synergy coordination

Codepresso

AI Education · HR Certification

AX·FDE training / competency certification / AI talent matching

Popup

AI Infrastructure FDE

Development · supply / technical standards / FDE model

Drimaes

Manufacturing Robot AI

Manufacturing AI development / field cases / SDV · Manufacturing OS

Alliance · 2026.07~

Expanding the Ecosystem with the AXMOS Alliance

Moving beyond a consortium, we join forces with AI-tech specialist companies and Korea's leading AX ecosystem hub institutions on AX projects.

AI Tech Companies

CTRL-MNuldamND MarketHabit FactoryKorea Deep LearningSHIN STARRnextlabAFTO₃

Ecosystem Hub Institutions

Seoul CCEIBusan CCEIKakao ImpactdcampKETIKOICABusan IT Industry Promotion AgencyBUVABusan Port Authority
Focus Areas

Four Manufacturing-Based Focus Areas

Manufacturing

AI transformation of regional manufacturing · Quality · SW development · Process automation

Public Institutions

Administration · Civil petitions · Reporting · Automation POC · On-site consulting

Regional Businesses

Small merchants · Strong SMEs · On-site customized work automation

Talent Development

AI competency training · Assessment · Certification · Job matching for youth startups & employment

Execution Flow

From Participation to Scaling AX Outcomes as Assets

STEP 1

Company Participation

STEP 2

AI Capability Assessment

STEP 3

Workflow Analysis

STEP 4

AI Agent Development

STEP 5

Measure & Scale

  • Regional manufacturing AX transformation centered on hubs like Busan, Gyeongnam, Gyeongbuk, Jeonbuk
  • Youth AI talent development — training, assessment, certification (including non-developers)
  • Turning work-automation pilot results into assets → business scaling model
  • Participating in AI standardization — measuring ROI vs. budget, including work-hour reduction rate
AI Native Organization

Realizing an AI-Native Agentic Organization

"AI agents, by default, make judgments based on the 'world average' that LLMs converge toward. By injecting a CEO judgment lens (ceo_lens) into the agent, we align priorities to the decision-maker's standards for more rational judgment."— Wilt Venture Builder, 2026.5 · CEO SUITE® (Agent Package)

Companies redesigned AI-first show a 44% advantage in AI use cases — 2× revenue with half the capital and headcount (515 high-growth startups / YC W20–F24 cohort analysis).

Cases · Business Outcome

Real Execution Results Across 12 Industries

12
Industries
90%+
Avg. Time Reduction
600h
Monthly Saved
"A task that used to take 3–5 days — processing due-diligence requests for 100 partner companies — now finishes in just 1 hour after adopting AXMOS. It's not just a time saving; the speed of decision-making itself has changed."— CEO, Translink Investment
Engagement Models

AXMOS "Build – Grow – Learn"

Realized through the FDE (Forward Deployed Engineer) — a single change partner responsible for diagnosis, implementation, and self-reliance.

For Speed · 20d

AX Build

Done-for-you. The AXMOS team redesigns core processes and builds custom AI — when you need results fastest.

For Capability · 16d

AX Grow

Co-build. Built together with your team to internalize AI capability so it keeps running after we leave.

AI Literacy

AX Learn

Hands-on training that lets non-developers use AI directly in their own work — change from the people up.

AX Build

37 Field-Proven Workflows (AX Kit)

A 6-stage FDE process from diagnosis to scaling: Discover → Structure → Build → Capture → Learn → Scale.

Common · 07
  • Meeting minutes
  • Task management
  • Multilingual translation
  • Email classification
  • Internal Q&A
Marketing · 07
  • Content generation
  • Landing pages
  • SEO · calendar
  • Social distribution
  • Reputation monitoring
Sales · 07
  • CRM
  • Lead generation
  • Proposals & quotes
  • Contract review
  • Call analysis
Management · 08
  • Expenses (OCR)
  • Attendance & leave
  • Recruiting
  • Onboarding
  • Contract management
R&D · 08
  • Writing PRDs
  • Code review
  • Release notes
  • Technical docs
  • Feedback → backlog
AX Grow

Driving AI Internalization Through Your Own People

354% Integrated ROI

Global-benchmark ROI from adopting an integrated model that optimizes manufacturing data and human capital (Skill Graph).

$3.9M Cost Savings

Real-time expert matching (Dynamic Scheduling) sharply cuts annual equipment-downtime loss on breakdowns/errors.

3.5× Flexibility

Strategic upskilling and AI-assist tools raise internal cross-role mobility 3.5×, pre-empting workforce shortages.

AX Learn

Boosting AX Literacy — Even for Non-Developers

Diagnosis

AI Fluent

AI-utilization competency diagnosis across all job roles.

Education

SkillCamp

Offline hands-on training.

Education

SkillPath

Practice-based e-learning platform.

Education

SkillFit

AI adaptive learning.

Global Programs

Global Entrepreneur & Builder Community

Global Entrepreneur (0to100)

Running the <Zero100> entrepreneurship program (2024–present). AI Builderthon with Singapore's top-3 universities — SMU, NUS, NTU (Aug 22–29, 2026, Singapore).

Woman in Vibe Coding (WiV)

A 4-week program that turns anyone into a Builder without dev knowledge. Global Cohort 2 across Luxembourg, Singapore, Seoul & Vietnam — expanding to 10 countries by year-end.

Roadmap

AXMOS Roadmap

2026 H1

Launch AXMOS & FDE training system. Singapore global HQ. ~30 domestic reference projects & partnerships completed.

2026 H2

Secure large-enterprise use cases (manufacturing, mobility). Campaigns & scaling around regional hubs like Busan/Gyeongnam.

2027

200–300 FDE Academy graduates. AX Execution OS internalization & revenue diversification across 500 domestic SMEs.

2028+

Leap to a global Manufacturing AI Work OS standard. From the Singapore HQ, enter the $300–500M US manufacturing reshoring market.

Global footprint: San Francisco · Luxembourg · Seoul · Tokyo · Singapore · Hanoi.

We are the AXMOS Alliance

"AXMOS Alliance is an Execution Platform"

Korea has world-class manufacturing and industrial sites; the US has AI technology, capital, and global platform strength. By connecting both, we aim to seize new opportunities in the era of Physical AI. As the US business agent for AXMOS, MIKS&T is your entry point.

Singularity is nearer when we merge with AI.