(01) 5YEARS+ / AUTONOMOUS OPERATIONS / EST. 2022 — KR·JP
We don't sell agents.We buildthe engine.
Crewless is our autonomous operations engine — AI crews that decide and execute on their own. A team proven across 65 projects designs, builds, and operates it in Korea and Japan.
CREWLESS · AGENTS RUNNING NOW
LIVE
15
SELF-DIRECTED · 24/7 · KR–JP OPS
CONSULT → CONTRACT
57%
LAST 12 MONTHS
PROJECTS SHIPPED
55
KR · JP · SINCE 2022
MVP DELIVERY
23D
KICKOFF → SHIP
REPEAT RATE
51%
REPEAT CLIENTS
SK E&S
ENERGY · EV PLATFORM
JP Manufacturer
QUOTES -87%
KR SaaS
CS AUTOMATION -80%
K-Beauty ×4
GLOBAL SALES +280%
farfreecar
EV CHARGING FULL-STACK
+25 MORE
→ ALL WORK
(02) CREWLESS / AUTONOMOUS OPERATIONS ENGINE
Operations that run themselves.
Crewless is an autonomous operations engine where multiple AI agents collaborate like a single crew. It takes in work, routes it, executes, and reports — no human in the loop.
INTAKE
EMAIL · FORM · API
CREW
LESS
LESS
ORCHESTRATOR
QUOTE AGENT
QUOTE CALC · SEND
CS AGENT
CLASSIFY · RESPOND
REPORT AGENT
DAILY DIGEST
>engine standby — awaiting request▌● LIVE
/01
Autonomous judgment
Driven by context, not rules. It classifies exceptions on its own and decides how to handle them.
/02
Multi-agent collaboration
Quotes, CS, reporting — agents with different roles hand off tasks inside one workflow.
/03
Minimal human input
Humans handle approvals and exceptions only. The engine runs everything else, 24/7.
Quote processing 15h → 2h /wk
MEASURED AT JP MANUFACTURER · CREWLESS PILOT 2025
(03) CAPABILITIES / 1 ENGINE + 3 PRACTICES
Execution built on the engine.
(04) SELECTED WORK / 4 OF 65 / 2022–2026
Results from execution.
AI AGENT · KR2024
CS Auto-Response Agent
PROBLEM
3 full-time CS staff handling 200+ repetitive inquiries a day
ACTION
Built an auto-classification & response agent on Claude API · LangGraph
RESULT
Repetitive inquiries -80% · switched to 24/7 unmanned response
AUTOMATION · JP2024
JP Manufacturing Quote Automation
PROBLEM
15 hours a week spent processing quote requests arriving by fax and email
ACTION
OCR + LLM pipeline automating intake → calculation → delivery
RESULT
Processing time 15h → 2h/wk · quotes -87%
DIGITAL PRODUCT · GL2025
K-Beauty Global Commerce ×4
PROBLEM
Domestic-only sales — overseas demand with no channel
ACTION
Built multilingual, multi-currency Shopify Markets stores for 4 brands
RESULT
Global sales +280% · conversion up 30% on average
DIGITAL PRODUCT · KR2024
farfreecar — EV Charging Service
PROBLEM
Charging search, payment, and booking scattered across 3 apps
ACTION
Unified search → payment → booking platform, full-stack on Next.js
RESULT
MVP shipped in 28 days · operated with SK E&S
55
PROJECTS SHIPPED · SINCE 2022
57
%CONSULT → CONTRACT · 12MO
<20
HAVG REPLY · BUSINESS DAYS
23
DAVG MVP DELIVERY
30+ CLIENTS · 60% REPEAT RATEKR · JP · GLOBAL — 3 MARKETS
(06) PROCESS / 5 STEPS / CONSULT TO DEPLOY
A fast, clear process.
AVG SHIP ≤ 28D
01D+0
Free Consult
30 min · understand the work
CREWLESS — Pre-intake analysis — an agent drafts the requirements
02D+3
Proposal
Quote · schedule · stack fixed
CREWLESS — Similar-case matching → assisted quoting
03D+7
Kickoff
Spec meeting · design
CREWLESS — Auto-organized specs · task distribution
04D+14~
Sprints
Weekly reviews · transparent progress
CREWLESS — Weekly progress reports, auto-published
05D+28~
Deploy · Handover
Runbook · monitoring · retainer
CREWLESS — Operations monitoring, 24/7 on duty
(07) START / FREE CONSULT · NDA OK
Start now.
30-min free consult → proposal in 3 days → kickoff in 7. What do you want to automate?
SEOUL · KR
REPLY < 24H · MON–FRI