# 서브소프트 (SUVsoft)

> AI 기술로 고객의 가치를 찾고 동반 성장하는 IT 전문기업. 온프레미스 sLLM, AI-OCR, Mail AI 등 기업용 AI 및 보안 솔루션을 제공합니다. 2011년 설립, 대전 소재, 지란지교 패밀리 소속.

서브소프트(SUVsoft)는 "Search User Value"를 사명에 담은 한국의 AI·보안 전문 기업입니다.
모바일 보안에서 출발해 데이터·AI 솔루션 분야로 확장했으며, 기업 내부망에서 안전하게
동작하는 온프레미스 AI 솔루션에 특화되어 있습니다.

## 제품

- [온프레미스 sLLM](https://suvsoft.com/solutions/sllm): 기업 내부망 전용 보안 특화 소형 거대 언어 모델. 외부 API 없이 폐쇄망에서 동작하여 사내 데이터 유출을 원천 차단. 지란지교소프트와 공동 판매(AXworks 플랫폼). 고객사 데이터 파인튜닝, 멀티 에이전트 지원.
- [NL2SQL](https://suvsoft.com/solutions/nl2sql): 자연어로 질문하면 데이터베이스 구조를 분석해 SQL 쿼리를 생성하고 실행 결과를 시각화하는 자연어 데이터 분석 솔루션.
- [Mail AI](https://suvsoft.com/solutions/mail-ai): AI가 이메일 본문·첨부파일의 개인정보와 위협 요소를 실시간 분석하는 온프레미스 이메일 보안 솔루션.
- [AI-OCR](https://suvsoft.com/solutions/ai-ocr): 표·그래프 등 비정형 데이터 처리와 에이전틱 OCR을 지원하는 지능형 문서 인식 자동화 솔루션. 고정밀 한국어 문서 인식, HTML/Markdown 변환.
- [Mobile Security](https://suvsoft.com/solutions/mobile-security): AI 기반 지능형 모바일 보안. 실시간 위협 탐지, 자연어 보안 질의응답, 자동 일일 보고서.
- [AI 올인원 학습 솔루션](https://suvsoft.com/solutions/ai-training): 반자동 이미지 어노테이션과 스마트 라벨링을 지원하는 AI 학습 플랫폼. 딥러닝 모델 학습부터 검증까지 지원.

## 적용 사례

- [연 50만건 자격증·경력증명서 AI-OCR 검증](https://suvsoft.com/cases/ai-ocr-license-verification): 공공기관의 연 50만건 수기 입력 업무를 대상으로, 좌표(ROI) 방식이 아닌 키-밸류 추출과 신뢰도 기반 우선 검수를 온프레미스에서 검증한 기술 검증(PoC) 사례.
- [적용 사례 목록](https://suvsoft.com/cases)

## 뉴스

- [서브소프트, 일본 제이시큐리티·엑소스피어랩스와 파트너십 체결](https://suvsoft.com/news/japan-mobile-security-partnership): 2026년 6월. 서브소프트가 모바일 보안 기술·제품 개발, 엑소스피어랩스가 PC 엔드포인트 보안, 제이시큐리티가 일본 현지 유통·마케팅을 담당하는 구조로 일본 모바일 보안 시장에 진출.
- [서브소프트, 지란지교시큐리티 투자 유치 — 지란지교 패밀리 합류](https://suvsoft.com/news/jiran-security-investment): 2025년 8월. 지란지교시큐리티가 지분 40.43%를 확보해 최대주주가 되었으며, 서브소프트는 기존 경영 체제를 유지. 2024년 12월 지란지교데이터와 AXworks 공동 개발 협약 체결이 선행(지란지교데이터는 2026년 6월 지란지교소프트에 흡수합병).
- [모바일 보안 검증 이력 — AV-TEST 인증, Verizon 선정](https://suvsoft.com/news/mobile-security-certifications): 2012~2013년 독일 AV-TEST 모바일 Anti-Virus 인증, 미국 Verizon 프로모션 유틸리티 선정, 일본 AscentNetworks·잉카인터넷 공급계약.
- [뉴스 전체](https://suvsoft.com/news)

## 회사 정보

- [회사 소개](https://suvsoft.com/): 연혁, 고객사, 문의처
- 소재지: 대전 유성구 갑천로 361-17, 309호 (윕스퀘어지식산업센터)
- 문의: info@suvsoft.com / 042-826-1985
- 주요 고객: KIST, EBS, KTV, 한국천문연구원, 충남대학교병원, 국토교통부, 세종시 등

## 기타

- [개인정보처리방침](https://suvsoft.com/privacy)
- [이용약관](https://suvsoft.com/terms)

---

# SUVsoft (English)

> A Korean enterprise AI and security company. SUVsoft builds on-premise AI
> systems that run entirely inside a customer's own network — no data leaves
> their infrastructure. Founded 2011, based in Daejeon, South Korea.
> Part of the Jiran Family group.

English site: https://suvsoft.com/en

## Products (English)

- [On-Premise sLLM](https://suvsoft.com/en/solutions/sllm): Private large language model deployed inside the customer's network. Gives teams ChatGPT-style assistance without sending data to external APIs. Fine-tuned on customer documents, supports open-weight models and multi-agent workflows. Co-sold with Jiransoft via the AXworks platform.
- [NL2SQL](https://suvsoft.com/en/solutions/nl2sql): Ask database questions in plain language; the system generates SQL, runs it, and visualises results. Supports MySQL, PostgreSQL, Oracle and MS SQL Server. Over 90% query accuracy after schema tuning. Can run on-premise.
- [Mail AI](https://suvsoft.com/en/solutions/mail-ai): On-premise email security. AI inspects message bodies and attachments for personal data and threats before they leave the organisation, with automatic masking and insider-threat relationship mapping. Integrates with Exchange, Postfix and Sendmail.
- [AI-OCR](https://suvsoft.com/en/solutions/ai-ocr): Intelligent document processing (IDP). Understands table structure and key-value relationships rather than just extracting text, so contracts, invoices and certificates become structured data. Exports to HTML/Markdown and feeds ERP/CRM directly. 95%+ accuracy on Korean documents.
- [Mobile Security](https://suvsoft.com/en/solutions/mobile-security): AI-driven mobile threat detection with natural-language security queries, automated daily reporting, BYOD protection, and MDM/antivirus integration. iOS and Android.
- [AI Training Platform](https://suvsoft.com/en/solutions/ai-training): Semi-automatic annotation that cuts data labeling effort by up to 80%. Bounding boxes, polygons and segmentation, plus model training, validation and API deployment in one place.

## Case studies (English)

- [Automating 500,000 certificate documents a year with on-premise AI-OCR](https://suvsoft.com/en/cases/ai-ocr-license-verification): A public institution processed ~500,000 certificate and career documents a year by hand with six staff. Coordinate-based (ROI) templating failed because field positions and line breaks varied even within the same form. We validated key-value extraction with per-item confidence scoring, entirely on-premise, with automatic PII masking.
- [All case studies](https://suvsoft.com/en/cases)

## News (English)

- [SUVsoft partners with J-Security and Exosphere Labs to enter the Japanese mobile security market](https://suvsoft.com/en/news/japan-mobile-security-partnership): June 2026. SUVsoft develops the mobile security technology, Exosphere Labs supplies PC endpoint protection, J-Security handles Japanese distribution and marketing.
- [SUVsoft receives investment from Jiran Security and joins the Jiran Family group](https://suvsoft.com/en/news/jiran-security-investment): August 2025. Jiran Security acquired a 40.43% stake and became the largest shareholder; SUVsoft continues under its existing management. Preceded by a December 2024 joint development agreement with Jiran Data for AXworks (Jiran Data merged into Jiransoft in June 2026).
- [Mobile security track record — AV-TEST certification, Verizon selection](https://suvsoft.com/en/news/mobile-security-certifications): 2012–2013 AV-TEST (Germany) mobile Anti-Virus certification, selection as a Verizon (US) promotional utility, supply agreements with AscentNetworks (Japan) and Inca Internet.
- [All news](https://suvsoft.com/en/news)

## Company facts

- Founded: 2011
- Location: 309, 361-17 Gapcheon-ro, Yuseong-gu, Daejeon, Republic of Korea
- Contact: info@suvsoft.com / +82-42-826-1985
- Notable customers: KIST, EBS, KTV, Korea Astronomy and Space Science Institute,
  Chungnam National University Hospital, Ministry of Land Infrastructure and Transport,
  Sejong City
- Key differentiator: all solutions can be deployed fully on-premise, which matters
  for Korean public-sector and regulated customers who cannot send data to
  external cloud APIs.

---

# SUVsoft（日本語）

> 韓国のエンタープライズAI・セキュリティ企業。SUVsoftは、お客様の社内ネットワーク内で
> 完結するオンプレミスAIシステムを構築します。データが外部へ出ることはありません。
> 2011年創業、韓国・大田（テジョン）に所在。ジランジギョファミリー所属。

日本語サイト: https://suvsoft.com/ja

## 製品（日本語）

- [オンプレミス sLLM](https://suvsoft.com/ja/solutions/sllm): 社内ネットワーク内で完結するプライベートLLM。外部APIにデータを送らずに、ChatGPTのような対話型AIを業務で利用できます。自社文書でのファインチューニング、オープンウェイトモデル、マルチエージェントに対応。ジランジギョソフトとAXworksプラットフォームで共同販売。
- [NL2SQL](https://suvsoft.com/ja/solutions/nl2sql): 自然言語で質問するとSQLを生成・実行し、結果をグラフで可視化します。MySQL、PostgreSQL、Oracle、MS SQL Serverに対応。スキーマチューニング後のクエリ精度は90%以上。オンプレミス運用が可能。
- [Mail AI](https://suvsoft.com/ja/solutions/mail-ai): オンプレミス型のメールセキュリティ。メール本文と添付ファイル内の個人情報や脅威を送信前にAIが検査し、自動マスキングと内部不正の関係図分析を行います。Exchange、Postfix、Sendmailと連携。
- [AI-OCR](https://suvsoft.com/ja/solutions/ai-ocr): インテリジェント文書処理（IDP）。テキスト抽出にとどまらず、表構造とキーバリューの関係を理解するため、契約書・請求書・証明書が構造化データになります。HTML/Markdown出力、ERP・CRMへの自動入力に対応。非定型帳票のデータ化に有効。
- [Mobile Security](https://suvsoft.com/ja/solutions/mobile-security): AIによるモバイル脅威検知。自然言語でのセキュリティ照会、レポート自動生成、BYOD対策、MDM・モバイルアンチウイルス連携。iOS/Android対応。2011年の創業以来モバイルセキュリティに特化し、ドイツAV-TESTの認証を取得。
- [AI 学習プラットフォーム](https://suvsoft.com/ja/solutions/ai-training): 半自動アノテーションによりラベリング工数を最大80%削減。バウンディングボックス、ポリゴン、セグメンテーションに対応し、モデル学習・検証・API公開まで一つのプラットフォームで完結します。

## 導入事例（日本語）

- [年50万件の資格証明書をオンプレミスAI-OCRで自動化](https://suvsoft.com/ja/cases/ai-ocr-license-verification): 公共機関が年間およそ50万件の資格証明書・経歴証明書を6名で手入力していた業務。同じ書式でもページごとに項目位置がずれ、改行の入り方も異なるため、座標（ROI）方式では自動化できませんでした。キーバリュー抽出と項目ごとの信頼度算出による優先検証を、完全オンプレミスで検証。個人情報は自動でマスキングしています。
- [導入事例一覧](https://suvsoft.com/ja/cases)

## ニュース（日本語）

- [SUVsoft、J-Security・Exosphere Labsとパートナーシップを締結](https://suvsoft.com/ja/news/japan-mobile-security-partnership): 2026年6月。SUVsoftがモバイルセキュリティ技術・製品開発、Exosphere LabsがPCエンドポイントセキュリティ、J-Securityが日本国内の販売・マーケティングを担当する体制で、日本のモバイルセキュリティ市場へ参入。
- [SUVsoft、ジランジギョセキュリティより出資を受けジランジギョファミリーに参画](https://suvsoft.com/ja/news/jiran-security-investment): 2025年8月。ジランジギョセキュリティが株式40.43%を取得して筆頭株主に。SUVsoftは既存の経営体制を維持。2024年12月のジランジギョデータとのAXworks共同開発協約が先行（ジランジギョデータは2026年6月にジランジギョソフトへ吸収合併）。
- [モバイルセキュリティ検証実績 — AV-TEST認証、Verizon選定](https://suvsoft.com/ja/news/mobile-security-certifications): 2012〜2013年、ドイツAV-TESTのモバイルAnti-Virus認証、米国Verizonプロモーションユーティリティ選定、日本AscentNetworks・インカインターネットとの供給契約。
- [ニュース一覧](https://suvsoft.com/ja/news)

## 会社情報

- 創業: 2011年
- 所在地: 大韓民国 大田広域市 儒城区 甲川路361-17 309号
- お問い合わせ: info@suvsoft.com / +82-42-826-1985
- 主なお客様: 韓国科学技術研究院（KIST）、EBS、韓国政策放送院（KTV）、韓国天文研究院、
  忠南大学校病院、韓国国土交通部、世宗特別自治市 など
- 日本市場: 2026年、日本のセキュリティ企業 J-Security（ジェイセキュリティ）および
  Exosphere Labs と戦略的パートナーシップを締結し、モバイルセキュリティ製品で
  日本市場へ参入しています。
- 強み: すべてのソリューションを完全オンプレミスで構築できます。外部クラウドAPIへ
  データを出せない公共機関や規制業種のお客様にとって、これが選定の決め手になります。

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## Note on languages

The Korean site (https://suvsoft.com) is the primary source. Product pages and
case studies are also published in English (/en) and Japanese (/ja) as
independent, hand-written pages — not machine translations. Each language
version carries its own canonical URL and is cross-linked via hreflang.