(P.01) CREWLESS / AUTONOMOUS OPERATIONS ENGINE
Operations that run themselves.
① INTAKE
Requests come in — email, forms, API.
② ROUTING
The engine decides.
③ EXECUTE
Agents execute in parallel.
④ REPORT
You only receive the results.
Quote processing15h → 2h/wk
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▌SCROLL · 00 / 04
(01) HOW IT WORKS / INTAKE → ROUTE → EXECUTE → REPORT
How the engine works.
/01
Intake
Requests arriving by email, form, or API are parsed into structured tasks.
▌
/02
Routing
The orchestrator reads the context and assigns each task to the right agent.
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/03
Execution
Agents with different roles run in parallel, handing results to each other.
▌
/04
Reporting
Results are summarized and reported. Humans handle approvals and exceptions only.
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(02) LIVE OPS / RIGHT NOW
The engine, running right now.
18
AGENTS RUNNING
124
WORKFLOWS ACTIVE
65
PROJECTS SHIPPED
● REAL DATA — refreshed every 30 seconds from our own operations metrics. Not a staged counter.
(03) CASES / IN PRODUCTION
Results the engine delivered.
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%
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
(04) ARCHITECTURE
A structure built properly.
Crewless layers our own orchestration on top of the Claude API. Agent workflows are defined with LangGraph, and every execution leaves an auditable log. Human approval gates can be inserted at any step of a workflow.
CLAUDE APILANGGRAPHCUSTOM ORCHESTRATIONSUPABASEN8N
(05) DEMO / SEE IT, THEN DECIDE