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There's widespread fear that AI will replace jobs, but the real threat isn't AI itself. It's the person next to you who strategically leverages AI. 80% of AI projects fail and 42% of businesses abandon AI initiatives.
AI project failures aren't due to lacking technology. 50% of businesses cite lack of AI skills and know-how as the primary barrier, missing clear strategy and execution roadmaps. Through 10+ enterprise AI projects and 720+ consulting sessions, I've discovered the patterns of successful AI adoption.
The essence of AI Transformation isn't simple automation. To overcome the high AI project failure rate (80%), we elevate organizational AI maturity through the complete journey of Strategy → Education → Development, securing sustainable competitive advantage.
In the DIY AI era, anyone can create automations, but according to McKinsey, only 1% of businesses reach mature AI levels. Single automations are just temporary fixes. Through AI Operating Systems, I solve fundamental business problems and journey together through Strategy → Education → Development.
AI Tech Stack
- • Python, LLM, Prompt Engineering
- • RAG, Domain Specific sLLM Fine-tuning
- • AI Agent, n8n, Make
- • AI Chatbot, Dify
AI Transformation Services
- • AI Strategy & Audit - Business diagnosis and roadmap design
- • AI Operating System - Integrated AI infrastructure development
- • RAG System - Enterprise custom knowledge management
- • Domain-specific sLLM - Industry-specialized language models
- • Make/n8n based AI automation systems
- • AI Education & Culture - Organizational AI capability enhancement
Track Record
- 10+ successful AI projects for major corporations (banking, insurance, telecom, manufacturing)
- FastCampus Make Workflow Automation official instructor & AI System Maker community operator
- (Dev) Text Mining (2017~) → NLP (2019~) → RAG/sLLM System (Present)
- (Edu) 2,850+ hours of AI/ML accumulated lectures / 720+ enterprise AI consulting & coaching
- (Prize) Generative AI Hackathon 1st place (1/980), Kaggle Competition Expert Top 1.5%
Projects & Education
기업의 생산성을 한 단계 레벨업 시켜드리고 있습니다.
