LIVE SYSTEM DEMO
This is an operating screen, not a presentation deck
See what inputs a workflow receives, how it processes them, and where a person reviews the result.
QJC ENTERPRISE AX
Build AI that actually reduces the work
QJC doesn't just install tools. We diagnose your goals, recurring work, and data & KPIs first. Then we design a system that keeps improving as you use it.
A QJC lead reviews every inquiry
START WITH THE WORK
Your company may need AX if this feels familiar
- 01
AI tools increased, but the workload did not fall
Teams use chatbots, yet people still copy, verify, and report by hand.
- 02
Critical workflows live in individual memory
When an owner changes or gets busy, the workflow and its quality become unstable.
- 03
There is no clear way to explain adoption results
It is difficult to show what improved across time, cost, revenue, or quality.
PUBLIC PROOF
This is public proof of how we work
We've built automation for 30+ companies to date. Judge how QJC builds, and how deep that work goes, through publicly confirmed collaborations and a real product demo.
Verified collaborations
ALDER & co
명문디앤씨
HOW WE WORK
Do you need a finished plan first?
You do not need a finished AI brief. We begin with current workflows and goals, then build the smallest scope that can demonstrate value in practice.
Diagnose work and goals
We review repetitive work, data, owners, and KPIs to prioritize where AI can make a practical contribution.
Build a working scope first
We design the core flow, connect real data and approval conditions, and validate it in actual work.
Operate, verify, and improve
We inspect records and exceptions, verify quality, and keep improving the system against agreed goals.
QJC AX OPERATING SYSTEM
Use Claude Code, Codex, and Hermes as one team
The goal is not to make your team memorize tools. We separate design, independent verification, and repeat execution so people can focus on important decisions.
- DESIGN & BUILD01
Claude Code
Reads business context and rules, then designs and builds the agents, automations, and internal systems you need.
- VERIFY & IMPROVE02
OpenAI Codex
Reviews designs and outputs from an independent angle, checking code, data, and operational risk before improving them.
- RUN & REPEAT03
Hermes Agent
Runs validated workflows on schedule and by condition, then routes results and exceptions to the responsible person.
The outcome is an operating system your company keeps using
Instructions, data boundaries, human approvals, automated checks, and execution records remain in the system so operations continue when people change.
OPERATING CASE
See how QJC actually works
This is not a separate sales mockup. We run projects, sales, content, and approvals in one system so you can see what agents handle and where people make decisions.
Q
Sample dataQJC OS
qjc-live-demo.vercel.app
01
Projects and tasks
Priorities, owners, and progress stay in one operating flow.
02
Sales and customers
Every inquiry stays connected to the next follow-up action.
03
Content and operations
Agents support and record repetitive production and review steps.
04
Approvals and records
People review important external actions and retain the supporting evidence.
QJC OS LIVE DEMO
A working operating screen, not a presentation deck
We replace operational data with samples for security while keeping the actual screen structure and functions intact.
Opens in a new tab. Operational data has been replaced with samples.
Company-specific context
Strategy, data, and operating rules stay separated by project and never mix with another client's assets.
Human approval points
We separate agent execution from human decisions so important changes remain controlled.
Evidence-based verification
Execution records and outputs are reviewed, then findings feed the next improvement.
START HERE
It is okay not to know what to adopt yet
Share your basic details and current workflow situation. A QJC lead will review it and help prioritize the first AX conversation.
A strong first automation candidate looks like this
- Work that repeats every week
- Work with decision rules your team can explain or document
- Work supported by documents and data your team can access
If the target workflow is not yet defined, we will not recommend implementation first. We will point you to problem definition instead.
- No finished brief or request for proposal is required
- We assess fit and priorities before recommending a contract
- Your strategy, data, and operating assets are never reused for another project
FAQ
The questions teams ask before reaching out
Yes. Prioritizing opportunities based on your goals, repetitive work, data, and ownership is part of the AX assessment. No finished brief is required.
No. Once the scope is agreed, we build working agents, automations, and internal systems, then continue into operations and improvement where included.
It depends on the workflows, integrations, security requirements, and operating support involved. We first confirm goals and scope, then separate optional capabilities from the proposed engagement.
Client strategy, data, operating rules, and workflows stay separated by project and are never reused for another client. Access and approval points are defined during design.
Yes. We can review real-work exceptions and outcomes and keep improving the system. The exact operating and maintenance scope is agreed during assessment and design.
Yes. The video and QJC OS live demo on this page show the real operating structure. We only publish client cases where permission and supporting evidence are confirmed.
Where would you like to start?
Pick what fits your company right now. You can always adjust direction after a quick conversation.
Talk to us about AX
We design automation for your whole company from the ground up, from diagnosis through build and handoff.
Try the Automation Sprint first
For 99,000 KRW, we build a real demo from your actual workflow footage. See the result before deciding on full AX.
Want to learn it yourself?
Spend 8 weeks learning to automate real work with Claude Code.
Request an AX assessment
No brief required — start with your current workflow