https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Sat, 16 May 2026 00:00:00 GMT https://www.youngju.dev/blog/culture/2026-05-16-ai-accounting-bookkeeping-tools-2026-pilot-bench-ramp-brex-freee-money-forward-xero-quickbooks-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-ai-accounting-bookkeeping-tools-2026-pilot-bench-ramp-brex-freee-money-forward-xero-quickbooks-deep-dive.en As of spring 2026 bookkeeping is no longer "a person typing journal entries". Intuit QuickBooks Online ships Intuit Assist, Xero ships Just Ask Xero, freee and Money Forward Cloud ship 取引登録AI auto-categorization, Ramp and Brex ship receipt OCR plus auto-categorization, and Korean leaders like Duzon BizOn, Younglimwon, Semu Sarang and 3o3 drag ERP and tax automation along with them. This piece walks the entire landscape in one shot — startup/SMB bookkeeping (Pilot · Bench · Pry · Mosaic · Numeric), corporate cards plus spend (Ramp · Brex · Mercury · Airbase · Spendesk), accounting SaaS (QuickBooks · Xero · Sage Intacct · NetSuite · MYOB · FreeAgent · FreshBooks · Wave), Korea (Duzon · Wisetech · Younglimwon · Semu Sarang · Lloyd C&I · JAVIS · 3o3 · Taxlift · JobCard), Japan (freee · Money Forward · Yayoi · Kanjo Bugyo · PCA · Sai · Jobcan · TKC), receipt OCR (Hubdoc · Dext · AutoEntry · MileIQ · Expensify), AP automation (Bill.com · AvidXchange · Stampli · Tipalti), tax (TurboTax · TaxJar · Avalara · Vertex · Sovos), and AI risks like hallucinated journal entries. Plus how a sole proprietor, a startup, or an SMB should pick a stack in 2026. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) englishai-accountingbookkeepingpilotbenchrampbrexfreeemoney-forwardxeroquickbooksduzon2026deep-dive https://www.youngju.dev/blog/culture/2026-05-16-ai-accounting-bookkeeping-tools-2026-pilot-bench-ramp-brex-freee-money-forward-xero-quickbooks-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-ai-accounting-bookkeeping-tools-2026-pilot-bench-ramp-brex-freee-money-forward-xero-quickbooks-deep-dive.ja 2026年春現在、会計と簿記は「人が仕訳を打つ作業」ではなくなった。Intuit QuickBooks OnlineにはIntuit Assist、XeroにはJust Ask Xero、freeeとマネーフォワードクラウドには取引登録AI、RampとBrexには領収書OCRと自動カテゴリ化が搭載され、韓国のドゥゾンビズオン、英林園、税務サラン、3o3はERPと税務自動化を一緒に引っ張る。本稿はその全領域を一望する — スタートアップ/SMB簿記(Pilot · Bench · Pry · Mosaic · Numeric)、法人カード+支出(Ramp · Brex · Mercury · Airbase · Spendesk)、会計SaaS(QuickBooks · Xero · Sage Intacct · NetSuite · MYOB · FreeAgent · FreshBooks · Wave)、韓国(ドゥゾン · ウィセアイテック · 英林園 · 税務サラン · ロイドC&I · JAVIS · 3o3 · タックスリフト · ジョブカード)、日本(freee · マネーフォワード · 弥生 · 勘定奉行 · PCA · Sai · ジョブカン · TKC)、領収書OCR(Hubdoc · Dext · AutoEntry · MileIQ · Expensify)、AP自動化(Bill.com · AvidXchange · Stampli · Tipalti)、税務(TurboTax · TaxJar · Avalara · Vertex · Sovos)、そして幻覚仕訳のようなAIリスクまで。個人事業主・スタートアップ・中小企業が2026年にどのスタックを選ぶべきかを整理する。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) 日本語ai-accountingbookkeepingpilotbenchrampbrexfreeemoney-forwardxeroquickbooksduzon2026deep-dive https://www.youngju.dev/blog/culture/2026-05-16-ai-accounting-bookkeeping-tools-2026-pilot-bench-ramp-brex-freee-money-forward-xero-quickbooks-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-ai-accounting-bookkeeping-tools-2026-pilot-bench-ramp-brex-freee-money-forward-xero-quickbooks-deep-dive 2026년 봄 현재 회계와 부기는 더 이상 "사람이 분개를 치는 일"이 아니다. Intuit QuickBooks Online에는 Intuit Assist가, Xero에는 Just AI가, freee와 Money Forward Cloud에는 取引登録AI가, Ramp와 Brex에는 receipt OCR+자동 카테고리화가 깔리며, 한국의 더존비즈온과 영림원·세무사랑·삼쩜삼은 ERP·세무 자동화를 함께 끌고 간다. 이 글은 그 전 영역을 한 호흡으로 본다 — 스타트업/SMB 부기(Pilot · Bench · Pry · Mosaic · Numeric), 법인카드 + 지출(Ramp · Brex · Mercury · Airbase · Spendesk), 회계 SaaS(QuickBooks · Xero · Sage Intacct · NetSuite · MYOB · FreeAgent · FreshBooks · Wave), 한국(더존비즈온 · 위세아이텍 · 영림원 · 세무사랑 · 로이씨앤아이 · 자비스 · 삼쩜삼 · 택스리프트 · 잡카드), 일본(freee · Money Forward · やよい · 勘定奉行 · PCA · Sai · ジョブカン · TKC), 영수증 OCR(Hubdoc · Dext · AutoEntry · MileIQ · Expensify), AP 자동화(Bill.com · AvidXchange · Stampli · Tipalti), 세금(TurboTax · TaxJar · Avalara · Vertex · Sovos), 그리고 환각 분개 같은 AI 리스크까지. 자영업자·스타트업·중소기업이 2026년에 어떤 스택을 골라야 하는지 정리한다. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-accountingbookkeepingpilotbenchrampbrexfreeemoney-forwardxeroquickbooksduzon2026deep-dive https://www.youngju.dev/blog/culture/2026-05-16-korean-japanese-engineering-blogs-communities-2026-toss-kakao-naver-line-mercari-cybozu-cyberagent-deview-if-kakao-rubykaigi-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-korean-japanese-engineering-blogs-communities-2026-toss-kakao-naver-line-mercari-cybozu-cyberagent-deview-if-kakao-rubykaigi-deep-dive.en Korea — Toss SLASH, Kakao if(kakao), NAVER D2, Woowa Tech Blog, Karrot, Coupang, Musinsa, RIDI, Yanolja, Banksalad, Devocean (KT). Japan — Mercari, LY Corp, Cybozu, CyberAgent, DMM, DeNA, ZOZO, pixiv Inside, Cookpad, Niconico, freee, Money Forward, SmartHR, Sansan, Rakuten, Yahoo Japan, NTT Data. This single post maps both countries: each company blog tone, signature posts, the major tech conferences (DEVIEW, if kakao, SLASH, WOOWACON, RubyKaigi, BuildersCON, PyCon JP, AWS Summit Japan), which RSS feeds to subscribe to first, and how to follow Japanese-only content as a non-native reader. A 2026 atlas of Korean-Japanese engineering content in one place. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) engineering-blogtech-communitytoss-slashkakao-ifnaver-d2woowa-techdevocean-ktline-engineeringly-corpmercaricybozucyberagentdmmdenazozopixivcookpadrecruitniconicofreeemoney-forwardsmarthrsansanrakutenyahoo-japandeviewif-kakaoslashwoowaconrubykaigibuildersconpycon-koreapycon-jp2026deep-diveenglish https://www.youngju.dev/blog/culture/2026-05-16-korean-japanese-engineering-blogs-communities-2026-toss-kakao-naver-line-mercari-cybozu-cyberagent-deview-if-kakao-rubykaigi-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-korean-japanese-engineering-blogs-communities-2026-toss-kakao-naver-line-mercari-cybozu-cyberagent-deview-if-kakao-rubykaigi-deep-dive.ja 韓国 Toss SLASH・Kakao if(kakao)・NAVER D2・우아한기술블로그・당근・쿠팡・무신사・RIDI・야놀자・뱅크샐러드・Devocean(KT)、日本 メルカリ・LY Corp・Cybozu・CyberAgent・DMM・DeNA・ZOZO・pixiv Inside・クックパッド・ニコニコ・freee・マネーフォワード・SmartHR・Sansan・楽天・Yahoo Japan・NTT データ — 韓日両国のコア エンジニアリングブログとテックカンファレンス(DEVIEW、if kakao、SLASH、WOOWACON、RubyKaigi、BuildersCON、PyCon JP、AWS Summit Japan)を一つの記事にまとめる。各社ブログのトーン・強み・代表的な記事、どの RSS を購読すべきか、英語コンテンツが少ない日本ブログを英語でフォローする方法まで、2026 年時点の韓日テックコンテンツ マップを丸ごと見る。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) engineering-blogtech-communitytoss-slashkakao-ifnaver-d2woowa-techdevocean-ktline-engineeringly-corpmercaricybozucyberagentdmmdenazozopixivcookpadrecruitniconicofreeemoney-forwardsmarthrsansanrakutenyahoo-japandeviewif-kakaoslashwoowaconrubykaigibuildersconpycon-koreapycon-jp2026deep-dive日本語 https://www.youngju.dev/blog/culture/2026-05-16-korean-japanese-engineering-blogs-communities-2026-toss-kakao-naver-line-mercari-cybozu-cyberagent-deview-if-kakao-rubykaigi-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-korean-japanese-engineering-blogs-communities-2026-toss-kakao-naver-line-mercari-cybozu-cyberagent-deview-if-kakao-rubykaigi-deep-dive 한국 토스 SLASH·카카오 if(kakao)·NAVER D2·우아한기술블로그·당근·쿠팡·무신사·RIDI·야놀자·뱅크샐러드·Devocean(KT), 일본 メルカリ·LY Corp·Cybozu·CyberAgent·DMM·DeNA·ZOZO·pixiv Inside·Cookpad·Niconico·freee·Money Forward·SmartHR·Sansan·Rakuten·Yahoo Japan·NTT Data — 한일 양국의 핵심 엔지니어링 블로그·테크 컨퍼런스(DEVIEW, if kakao, SLASH, 우아콘, RubyKaigi, BuildersCON, PyCon JP, AWS Summit Japan)를 한 글에 정리한다. 각 회사 블로그의 톤·강점·대표 글, 어떤 RSS를 구독해야 하는지, 영어가 부족한 일본 블로그를 어떻게 따라갈지까지 2026년 시점의 한일 테크 컨텐츠 지도를 통째로 본다. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) engineering-blogtech-communitytoss-slashkakao-ifnaver-d2woowa-techdevocean-ktline-engineeringly-corpmercaricybozucyberagentdmmdenazozopixivcookpadrecruitniconicofreeemoney-forwardsmarthrsansanrakutenyahoo-japandeviewif-kakaoslashwoowaconrubykaigibuildersconpycon-koreapycon-jp2026deep-dive