Cases

Only systems in production are listed. All figures are measured. Our own services are named; client companies are described by industry. All were delivered by our CEO, Jeayong Ma, personally.

Data platform

Microsoft Fabric document intelligence proof of concept

153 MB of heterogeneous PDFs from 34 organizations nationwide, consolidated with zero parsing failures through a dual path of text extraction and vision reading. 3,621 chunks, hybrid search, automated briefings with source citations, and a Direct Lake dashboard, all automated in code end to end. Rule: no hardcoding for specific documents.

0: parsing failures
1.5 hours: full rebuild of a new environment
8.5 min: 34 batch briefings
27 s: single serverless run

Education and admissions advisory agent

edaero

A tool-calling agent for university recommendations based on CSAT scores. Tool contracts managed from a single source; performs admission prediction, mock simulation, and admissions guide search. Score report photos are read by a vision model. Numbers from the calculation engine; AI writes only the explanation.

800: golden set cases verified continuously in CI
8: tool contracts

Management reporting agent

Print manufacturer

Queries ERP P&L data in natural language and generates management reports automatically. A hybrid router splits numbers to Text-to-SQL and insights to retrieval augmentation. Client and staff names are masked and reverse-mapped.

10,000: ERP rows
9: auto-generated report types

AI work tools platform and gateway (own service)

kinfri.ai

AI work tools for businesses, paid with prepaid KRW credits. Every request passes real-time Korean PII masking, and the same gateway is open as an OpenAI-compatible API.

6+: routed providers

Commerce automation (own service)

selltic

AI applied across marketplace order, product, and purchase-order automation. Product page generation, embedding-based matching, natural language reports, per-feature tiered credit billing.

11: per-feature AI credit billing types
7: product page pipeline APIs

AI development platform (own)

Solo26

A development platform built on orchestration of 6 agents.

14 days: platform built

Product sales and licensing platform

Injection mold manufacturer

Full stack for online sales and license issuance of 7 design software products. Direct PG integration, automated license issuance based on cryptographic keys.

7: products
1:1: license-to-PC binding

Multilingual website

Water treatment manufacturer

A static multilingual site where the administrator saves in Korean and an AI with a built-in technical glossary generates the English version automatically.

33: static multilingual pages

Client names and details are provided in a proposal after discussion.