From intent to code,
from idea to reality.
Cloud-AI-Native engineering.
A Cloud-AI-Native engineering company in Songdo, Incheon — IntentCode.
AI Agent · MLOps · Mobile · IT Education
Four lines, one team.Turning ideas into reality, one line of code at a time.
End-to-End AI Engineering
Agent · MLOps · Mobile · Education — built in one stack.
— 4-WEEK PRODUCTION LINE · 1 APP / MONTH —
W1
Intent Capture
PRD · Wireframes
Claude / Gemini 2.5
W2
Architecture
System diagram · DB
Weaviate · Milvus
W3
Code Generation
70% auto + 30% augmented
LangGraph Agent
W4
QA & Deploy
Test · Deploy · Monitor
ArgoCD · Trivy
Build
AI Agent Platform
Operate
MLOps & RAG
Deliver
On-device AI Native iOS/AOS App
Grow Together
IT Education
AI Agent Platform/ Agentic AI
Self-driven agents that understand intent
Problem: Simple chatbots only return fixed answers — they fail at complex workflow automation.
Solution: LangGraph multi-step planner + LiteLLM model routing + Weaviate RAG executes intent autonomously.
📦 Deliverables
- • PRD + architecture diagrams
- • Production deployment (CI/CD)
- • 3-month complimentary SLA
- • Monitoring dashboard
🛠 Tech Stack
MLOps & RAG/ Vector · Fine-tune
AI lifecycle automation pipeline
Problem: Manual model operations break reproducibility and blow up cost.
Solution: Embedding → vector index → fine-tuning → evaluation — fully automated with MLflow + Ray.
📦 Deliverables
- • Vector DB setup (Milvus / pgvector)
- • MLflow experiment tracking
- • LoRA fine-tuning + evaluation
- • Ray distributed training pipeline
🛠 Tech Stack
On-device AI Native iOS/AOS App/ Mobile · On-device
AI apps that run inference on-device
Problem: Cloud inference loses on latency, cost, and privacy all at once.
Solution: CoreML / TFLite on-device models embedded in native Swift / Kotlin apps.
📦 Deliverables
- • Native iOS / Android apps
- • On-device model conversion & optimization
- • Camera / sensor integration SDK
- • App Store / Play Store deployment
🛠 Tech Stack
IT Education/ Practical Training
Practical bootcamps that work on day one
Problem: Universities skip the practical; companies pay the price of re-training.
Solution: 6-month KDT Master Bootcamp + corporate training + 1:1 mentoring — talent ready to ship on day one.
📦 Deliverables
- • Curriculum + 200+ slides
- • 6-month bootcamp operation
- • 1:1 mentoring + code review
- • Lab Kit (lab environment pack)
🛠 Tech Stack
— PROVEN BY NUMBERS —
60%
Cost reduction
3×
Faster delivery
4 weeks
App build
95%
Code pass rate
From intent to code,
from idea to reality.
IntentCode is a Cloud-AI-Native engineering company
operating four lines — AI Agent, MLOps,
Mobile, and IT Education — all from our Songdo HQ.
Built together with Songdo enterprises and universities.
의도를 코드로, 생각을 현실로 연결합니다.
Cloud-AI-Native · 4 lines, one company.
Frequently Asked Questions
The most common questions about IntentCode
- What is IntentCode?
- IntentCode is a Cloud-AI-Native engineering company headquartered in Songdo, Incheon, Korea. Founded in May 2026, we run four lines — AI Agent platform, MLOps & RAG, on-device mobile AI, and IT education — turning intent into code and ideas into reality.
- What services does IntentCode offer?
- (1) A LangGraph-based AI Agent platform, (2) MLOps & RAG automating embedding, vector indexing, fine-tuning and evaluation, (3) on-device (CoreML / TFLite) Physical AI apps for iOS and Android, and (4) IT education including KDT bootcamps, corporate training, and 1:1 mentoring.
- Where is IntentCode's office located?
- A-1103, 301 Incheontower-daero, Yeonsu-gu, Incheon, Korea (Songdo Centum Hive).
- How can I get a consultation or contact you?
- Ask our AI assistant on the homepage directly, or email contact@intentcode.co.kr. We also offer a 2-week PoC (proof-of-concept) program.
- Is IntentCode hiring?
- Yes. See open roles and our upcoming hiring lineup on the careers page (intentcode.co.kr/en/careers).
- Does IntentCode have an engineering blog?
- Yes. We regularly publish practical notes on AI agents, MLOps/RAG, on-device AI, and cloud-native architecture on our blog (intentcode.co.kr/en/blog).
Step into the Cloud-AI-Native era.
See how IntentCode connects to your stack in a 30-minute live demo.
See how IntentCode fits your stack in a 30-min live demo.