Turn Your Domain Knowledge
Into AI-Powered Systems
AX (AI Transformation) Partner for Organizations and Businesses
Delegate Work to AI with Claude Code-Based Domain Kits
Individuals start with education, enterprises start with free diagnosis
Education Partners
Domain Kit Clients
Why Is AI Transformation So Hard?
3 Reasons Why Organizational AI Adoption Fails
Domain Knowledge Barrier
AI tools are abundant, but there's no system that understands and applies the context of your work.
One-Off Project Limitations
Systems built by consultants disappear when the person in charge leaves. It's not sustainable.
ROI Verification Difficulty
Millions invested in AI projects that aren't used in actual work. No way to measure effectiveness.
The solution is to turn domain knowledge into a system.
What Is a Domain Kit?
We turn your work knowledge into AI agent-executable systems
Domain Kit = .claude/ system (CLAUDE.md + agents + rules + skills + MCP)
- Employee A spends 4 hours writing reports
- Staff leaves → knowledge lost
- New hire onboarding takes 6 months
- Creating formats from scratch every time
- AI completes first draft in 15 minutes
- Knowledge preserved in kit, instant handover
- AI guides work methods, 2-week adaptation
- Automated standard processes
Systematizing Knowledge
We encode your domain expertise into CLAUDE.md, rules, and agents files. Just as Palantir absorbs knowledge through ontologies, QJC absorbs it through kits.
Reusable Templates
Once built, kits can be replicated to other organizations in the same industry. The more domain knowledge accumulates, the faster the next project becomes.
Sustainable Operations
Even if personnel change, the kit remains. Maintained as a Claude Code-based system, it grows into your organization's AI asset.
View Technical Details
.claude/
QJC's .claude/ System Is the Proof
The system we use is the demonstration of the 'automation consulting domain kit.'
Proven with Numbers and Stories
470+ education alumni and domain kit building projects
“Our curriculum design work has completely changed with the Claude Code-based system. Now AI drafts and we just review.”
Samyuk Health University
Education Domain Kit
“AI now automatically handles recurring work reports and data analysis. We can focus solely on decision-making.”
Lee
IT Company Team Lead (Education Alumni)
“Weekly reports that took 4 hours were reduced to 15 minutes. This result came from education alone.”
Kim
Startup CEO (Education Alumni)
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Ambassador Education Alumni
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Annual Limited Projects
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YouTube Subscribers
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Service Ladder
General AI Consulting vs QJC Domain Kit
| Comparison | General AI Consulting | QJC Domain Kit |
|---|---|---|
| Post-build durability | Gone in 6 months | Permanent asset |
| Staff dependency | Only the builder understands | Anyone can take over |
| Cost efficiency | Custom development (expensive) | Industry templates (fast) |
| Transparency | Black box | Auditable, open code |
| Timeline | 6 months~1 year | 2~8 weeks |
| Cost | Hundreds of millions KRW | KRW 2M~15M |
Who Uses Domain Kits?
AX transformation cases across diverse industries from education to manufacturing
Education (Samyuk Health University)
AI transformation of curriculum design, student management, administrative work
Education domain kit building in progress
Consulting / Professional Services
Client-specific customized reports, project management, proposal writing
Project management kit + report automation
Manufacturing / Quality Control
Quality data analysis, defect prediction, automated reporting
Quality control domain kit
Marketing Agency
Ad performance reports, creative production, campaign optimization
Marketing automation kit
Public / Government
Civil complaint processing, document classification, policy analysis
Public work automation kit (in planning)
Domain Knowledge as AI Systems
I saw one system replace the work of three people in enterprise automation projects. But when the person in charge left, the system disappeared too.
"Can we create systems that remain as organizational assets, not one-off projects?"
That's why I created domain kits. When work knowledge is encoded in .claude/ system, AI continues to perform the work even when people change.
How AX Transformation Works
Work Diagnosis (AX Audit)
Analyze your organization's current work processes. Identify areas that can be automated with AI and set priorities.
Domain Knowledge Encoding
Systematize work know-how into CLAUDE.md, agents, rules. Convert human decisions and tasks into system language.
Kit Building & Testing
Build a Claude Code-based system. Apply to actual work while verifying and improving accuracy.
Operation & Expansion
Deploy the kit across the organization and conduct user training. Continuously improve with feedback and expand to other departments.
AX Transformation for Your Stage
From education to complete domain kit building, a 5-level service ladder
Education
From Claude Code, n8n, Make basics to practical automation. The stage where individuals master AI tools.
AX Audit
Analyze your organization's current workflows and diagnose areas for AI transformation. Provide a customized AX roadmap.
Domain Kit Building
Encode work knowledge into CLAUDE.md, agents, rules, MCP. Build a system where AI performs actual work.
Maintenance Subscription
Support continuous kit evolution including Claude Code version updates, new MCP integration, agent improvements.
AX Hardware Package
Provide Claude Code-optimized Mac environment and domain kit as a package. A complete AX solution ready to use immediately.
Education
From Claude Code, n8n, Make basics to practical automation. The stage where individuals master AI tools.
AX Audit
Analyze your organization's current workflows and diagnose areas for AI transformation. Provide a customized AX roadmap.
Domain Kit Building
Encode work knowledge into CLAUDE.md, agents, rules, MCP. Build a system where AI performs actual work.
Maintenance Subscription
Support continuous kit evolution including Claude Code version updates, new MCP integration, agent improvements.
AX Hardware Package
Provide Claude Code-optimized Mac environment and domain kit as a package. A complete AX solution ready to use immediately.
Frequently Asked Questions
Start at Your Stage
Individuals start with education, organizations start with free diagnosis
Individual Learners
If you want to learn Claude Code and AI automation yourself
View Education ProgramsSingularity Builders · VOD · Community
Enterprises · Organizations
If you want to first verify your organization's AX transformation potential
Request Free AX AuditWork Analysis · Roadmap Provision · Customized Quote