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Our Services

Products we identified, designed, built, and operated end to end.

OnDot

2026.09 -

A lifestyle AI where active seniors can try the latest AI tools easily and comfortably. Through conversation, it helps people find classes, gatherings, work, and opportunities that fit their interests, then turn their photographs and stories into writing and video.

Purpose
Let people use AI naturally by talking, discovering, and making, while connecting the whole journey from discovery to action, reflection, and new relationships.
Core technology
Conversational AI, Generative Media, Voice AI, FFmpeg
LifeBook product screenLifeBook product screen

LifeBook

2026.02 -

AI calls older adults, chats with them, and listens to their stories. Those memories can become an autobiography, a comic, a personal timeline, or a film—whichever form feels right for sharing a life with family.

Purpose
Let anyone preserve a life as a creative work simply by talking on the phone, without learning a new app or sitting down to write.
Core technology
Personal Ontology, Neo4j, GraphRAG, SIP, Voice AI
Dear Minds product screen

Dear Minds

2025.09 - 2025.12

Inspired by Inside Out, Dear Minds let you chat with your own cast of emotion characters—Joy, Loomy, Rage, and Worry. Each one jumped into the group chat with a different personality, offering several ways to look at the same feeling.

Purpose
Turn multi-agent orchestration into a playful conversation, with multiple emotion agents responding through their own personalities and memories instead of one chatbot delivering a single answer.
Core technology
Flutter, Personal Ontology, Neo4j, GraphRAG, Multi-Agent Orchestration
Shoutout product screen

Shoutout

2024.07 -

A personal newspaper that gathers the stories you actually want to read. Instead of hopping between publications, you can skim the topics you care about in one relaxed feed on the web or in the app.

Purpose
Make noisy news days feel lighter by keeping the stories worth following close at hand.
Core technology
React Native, Web, content collection, personalization, summarization

Our Projects

Enterprise systems, closed networks, ERP, and AI integrations delivered for real operating environments.

2026.07 -

Korea Electric Power AI Virtual Grid

Development lead and direct delivery

We are participating in the AI Virtual Grid development program, covering ontology construction, LLMOps integration, closed-network coordination, PoC interfaces, and backend development.

2026.04 - 2026.07

C&A Essay Academy Infrastructure Migration

Full delivery

We migrated the academy ERP and website infrastructure, rebuilding the deployment and operating environment while preserving the existing workflow.

2025.11 - 2026.05

Dalkom Materials Warehouse ERP

Full delivery

We built an ERP for material and order operations and renewed the customer-facing website alongside the internal system.

2025.11 - 2025.12

Daru Dental ERP

Full delivery

We implemented an ERP for dental laboratories and clinic owners so ordering and operational tasks could be handled in one system.

2025.09 - 2025.10

Hyundai Capital AI OCR Integration

Integration lead

We connected an AI OCR pipeline to internal systems within a closed network and led the integration under its infrastructure constraints.

2025.04 - 2025.07

Aaron EV Charging Station

Development lead

We developed the core service and operating interfaces for an EV charging platform and coordinated implementation as development lead.

2025.01 - 2025.02

Sejong Hospital Intake Chatbot

Agent design and development

Working with Carillon, we designed the patient intake flow as a LangChain-based agent and developed the chatbot experience.

2024.10 - 2025.01

Docsto AI Translator

Full delivery

We designed and implemented the processing flow and web service for translating multilingual documents with AI.

2024.03 - 2024.08

Summit Global Translation Center

Full delivery

We built an official-document translation system that connected translation work with result and workflow management.

2023.07 - 2023.12

Criminal Justice Information System

Development lead

We led service development inside a prosecution closed network, adapting implementation and on-site work to the restricted infrastructure.