FIELD REPORT / 001Finance · VC
TransLink Investment
Vendor due-diligence triage
BEFORE3–5days
AFTER AXMOS1hour
Processing time from a published customer caseSee the case ↗
THE OPERATING SYSTEM FOR AI TRANSFORMATIONFROM POSSIBILITY TO PERFORMANCE
The consortium that executes enterprise AI transformation
Not sure where
to start
with AI?
We find the work you repeat every day and have AI do it for you.
Keep the software you already use.We have AI handle your repetitive work.
Keep the software you already use.
ENGINEERED FOR REAL-WORLD OPERATIONSSCROLL TO EXPLORE
These companies started first
01 / CUSTOMER IMPACTLet the numbers talk
Due-diligence triage that took 3–5 days?
Now it’s done in 1 hour.
See all customer stories Work images are AI-generated illustrations, not real customer materials or site photos.
CASE 01 / FINANCE · VC
Sorting due-diligence requests? That got a lot faster.
AI collects and sorts the requests, so your team can just focus on reviewing the material.
More customer stories ↗TRANSLINK INVESTMENTExample workflow
- 01Collect due-diligence requests
- 02Classify and organize requests
- 03Reviewer check
An example we made to explain the case workflow
Figures come from cases published on the AXMOS website. Results can vary by workflow and scope.
02 / WHAT AXMOS DOESFrom looking at the work to running it in the field
The consortium that executes enterprise AI transformation
Before the AI,
we look at your work.
Five companies covering investment, strategy, education, AI infrastructure, and field execution move as one team. We look at your work, build AI agents, and check that they actually help in the field.
The AXMOS AI Operating System is how we work: diagnose the work, build and run it, then take what we learned to the next site.
See the consortium and alliance ↘- 01 / DIAGNOSE
We find where your time goes
We look at how your team actually works and decide where AI should go first.
Workflow · Target tasks · Success criteria - 02 / BUILD
We have AI do that work
We build AI agents to handle it and connect them to the tools and data you use today.
Work agents · System integration - 03 / OPERATE
We check it really got better
We look at how time and quality changed with you, and help your team keep running it.
Results validation · Handover · Internal capability
REUSE & EXPAND
What we learn at one site, we use at the next.
We keep building on validated agents and operating experience, and team up with the consortium and alliance to turn them into products for more sites.
We grow your people and build your AI, both at once.
See Grow through Build ↓03 / AX GROW & AX BUILDPrograms that connect AXMOS’s execution
We grow your people with Grow,
and build your AI with Build.
In Grow, your team tries it on your own work. Build engineers help with the hard parts, and then your team takes it from there.
PEOPLE / AI EXECUTION LEADERSInternal capability
AX GrowInternal AI execution leader program
No developers? No problem.
We’ll grow people who use AI well.
Your real work becomes the assignment.
Build it, check it together, and grow the skills to lead AI on your team.
- Who joins
- Business owners · AX teams · Department leads
- What stays
- Applied work outputs · Operating and review guides · Team rollout plan
- What we track
- Actual use and reuse, time and quality of work, internal improvement capability
ENGINEERING / AI AGENTS
AX BuildImplementation and integration support
Found a task?
We’ll make it actually run.
When you need integration or specialist work, AXMOS engineers jump in.
- Connect existing tools and data
- Design and build AI agents
- Validate, deploy, and hand over operations
We hand it over so your team understands it and can keep running it.
See Diagnose → Build → Operate ↓Explore AX BuildGROW Find problems · co-designBUILD Implementation and integration as neededGROW Internal operation · team rollout
How AI execution leaders grow.
A path built on your real work
- 01 / DISCOVER
Find the problem.
Look at the work you keep repeating,
and decide what should change. - 02 / CO-BUILD
Build it together.
Try it yourself, and finish
the hard parts with Build. - 03 / OPERATE
Use it and refine it.
Check results and exceptions,
and keep tuning it to the work. - 04 / SHARE
Spread it to the team.
Show your colleagues,
and make it part of how the team works.
Teams that already tried AX Grow
Listed with who took part
- Pizza Hut KoreaMarketing division staff
- RAYNon-dev and dev roles
- TransLink InvestmentAll non-dev roles
- AMTELLeaders and executives
- BIPANon-dev staff
- Seoul CCEIAll employees
- DOHENon-dev planners
- DRIMAESCompany-wide
- INKODE7 job functions
- KC MotorsNon-dev staff
- ZENIXROBOTICS3 divisions
- NC AINon-dev roles
- KOSHIPAShipbuilding developers
We shape the scope and format around each person’s role and environment. IT and security keep their roles, and we connect them with your AI execution leaders.
04 / CONNECTED OPERATIONSUnderstanding the work, connecting it to execution
Your software?
You don’t have to change it.
AI takes over the moving, matching, and re-typing.
We look at the whole workflow and decide where to connect with you.
01 / EXISTING TOOLS
Email · Messenger ↗
Docs · Spreadsheets ↗
CRM · ERP ↗
AXMOS
An AI agent that understands business context
ClassifyDecideAct
Anything unclear goes to your team
02 / BUSINESS ACTIONS
Organized data ✓
Review-ready documents ✓
Follow-up work that continues ✓
A concept diagram of the workflow · actual scope varies by project
05 / FROM FIELD TO OPERATIONEngineering that understands the field
We don’t build it and leave.
We stay until it runs well in the field.
Your team and AXMOS engineers work as one,
from picking the problem to running it.
BUILD WITH YOUR TEAM
DiagnoseBuildOperate
From the field problem to operation.
The build schedule is agreed based on work scope and integration environment.- STEP 01DIAGNOSE
Diagnose · We start with the field.
We look at repetitive work with your team, then agree on the problem and success criteria.
- STEP 02BUILD
Build · We build it for your work.
We build AI agents, connect your tools, and test them on real work.
- STEP 03OPERATE
Operate · We make it run in the field.
Once it checks out, we deploy and hand it over so your team can keep running it.
01
Connected to existing work
We start from the systems you use
and pick what to automate.
02
Security requirements built in
Data handling and access
fit how your company works.
03
Internal capability, too
We help your team understand it
and keep running and spreading it.
06 / CONSORTIUM & ALLIANCEExpertise behind execution
Five companies,
moving as one team.
Explore the AXMOS network ↗THE CONSORTIUM
Consortium The core five
Each brings its expertise
to design AXMOS’s execution together.
Strategy · PMO
Wilt VentureBuilder
AI Infrastructure
PopupStudio
Education · Certification
CodePresso
Manufacturing AI · ExecutionDRIMAES
Capital · GlobalTransLink
AXMOS ALLIANCE
Alliance Member companies · AX hub partners
We connect company sites and regional hubs
to take AX further.
ALLIANCE COMPANIES
Member companies
AX HUB PARTNERS
AX hub partners
Selected members and partnersSee the full alliance ↗
So what exactly does AXMOS do?
We’re a consortium of companies covering investment, strategy, education, AI infrastructure, and field execution. We look at your work, build and connect AI agents, and check that they actually help in the field. Grow builds your team’s own capability, and Build handles specialist implementation and handover. How far we go depends on your situation.
Do we need developers?
Nope. Someone who knows their team’s work and wants to try it with colleagues is enough. We shape the scope and format around each person’s role and experience.
What’s the difference between Grow and Build?
In Grow, you find real work and try it yourself. Where specialist implementation or integration is needed, Build builds it with you, and then your team takes over operation and rollout. Already know the task? You can start with Build.
We already have an AX team. Can we still work with you?
Of course. Your AX team and department owners just decide together what to work on. AI execution leaders don’t replace IT or security teams; they bring field problems and improvement requests to them.
How much does it cost, and how long does it take?
We decide together based on your team’s experience, the work and integration scope, and your review and approval process. Just tell us where your team is now and what you want to change.
What about our data and security?
We first check what data is involved, where it’s processed, who can access it, and your internal policies, then set the scope. Standards are agreed with your IT and security owners.
LET’S MAKE IT WORK.YOUR NEXT OPERATION STARTS HERE
Got work you want to change?
Just tell us.
We’ll look at what to change first, along with the systems you use today.
Every conversation starts with your work.