Human leads.
AI follows.

Human-centered AI transformation

Explore the framework ↓

Why now

Why transform now?

🚂

Skip AI and you're on the slow track — permanently

📉→📈

Cut costs, boost efficiency, unlock innovation — all at once

🎓

AI is already PhD-level across every field — use it or lose it

Your competitors won't wait for you to catch up.
Test your AI maturity

Framework

問用管造 × LEAD

Four verbs. One mnemonic. The brand's core idea.

L

Learn to Ask

From simple questions to framework-driven inquiry — the ability to converse with AI.

K · S · A

Reliability · Critical Thinking · Curiosity

E

Evolve with AI

From single tasks to autonomous agents — integrating AI into how you work.

K · S · A

Multimodality · Communication · Adaptability

A

Align the Team

From spot-checking to human-AI leadership — managing quality and people.

K · S · A

Orchestration · Collaboration · Empathy

D

Develop the Tool

From prompt templates to reusable services — building AI tools and products.

K · S · A

Agent · Complex Problem Solving · Grit

Impact

Case Studies

01L · Ask

Multi-AI Strategic Research × NotebookLM Briefing

Gemini Deep Research + NotebookLM converts long reports into shareable team briefings — decisions in days, not weeks

02E · Use

AI-Customized Slides × One Topic, Four Angles

Same talk, four audiences in four days — each deck rebuilt by AI for the audience's pain, language, and case examples

03A · Manage

Junyi's Three-AI Stack × Notion + Gemini + Claude

Standardized human-AI workflow across the org — new hires learn the choreography in week one

04D · Build

AI CEO × OpenClaw 24-hour Sparring Partner

An internal AI Agent encoding the founder's thinking — team can debate strategy or draft press releases at any hour

Founder

Founder

Kuan-Wei Lu

Kuan-Wei Lu

Chairman & CEO, Junyi Academy Foundation

NTU Medical School graduate who chose education over medicine. Led a team to build a digital learning platform with 5 million users. Focus: AI Transformation, Education AI, AI Education.

Partners: TSMC, Google, Ministry of Education, Ministry of Digital Affairs, Taipei, New Taipei, Tainan, and more

Helped Taiwan reach #3 globally in Hour of AI participation