Skip to content
CarbynCarbyn
TEAMTRY_FREESIGN_INBOOK_DEMO
BETAWORKFORCE_AI // SHOP_FLOOR_READY

YOUR BEST MACHINISTRETIRES IN 5 YEARS

30 years of tribal knowledge walks out the door. Carbyn captures it — and gives it to the next operator from day one.

BOOK_A_DEMOTRY_FREE_TOOL

SOFTWARE_ONLY // RUNS_ON_AI_GLASSES // NO_HARDWARE_REQUIRED

Carbyn AI demo — CNC machine recognition and SOP generation
WATCH_DEMO // 2_MINUTES

15-minute call // see it live // no commitment

EARLY_RESULTS
0%
Faster FAI documentation
3 hrs → 25 min
0%
Drawing errors caught pre-production
Before first cut
0%
Faster new operator onboarding
Months, not years
ZERO
Hardware required
Runs on existing tablets
ABOUT_CARBYN

AI THAT KEEPS YOUR SHOP RUNNING

Carbyn is an AI-powered workforce platform for precision manufacturing. We capture tribal knowledge from experienced machinists: speeds, feeds, tooling, setup tricks. Then we turn it into searchable, reusable SOPs that train the next generation from day one.

Manufacturing faces a 2M worker shortfall by 2030. When your best machinist retires, 30 years of expertise walks out the door. Carbyn makes sure it doesn't.

WHO_WE_SERVE

CNC machine shops, defense contractors, and aerospace manufacturers. Typically 30-500 employees with AS9100 or CMMC requirements.

WHAT_WE_SOLVE

Knowledge loss from retiring experts, 4-year training cycles for new machinists, and hours of manual FAI documentation.

THE_WORKFORCE_CRISIS
0K
Unfilled manufacturing jobs
0%
Annual workforce turnover
0M
Shortfall by 2030
0 yrs
To train precision machinist
HOW_IT_WORKS

THREE STEPS. ZERO TRAINING.

Any operator. Any machine. Expert guidance from day one.

CNC machine recognized by Carbyn AI
SCAN
IDENTIFIED98.7%
Fanuc Robodrill α-D21MiB5
Spindle
42°C
Coolant
87%
Guard
OK
STEP_01

Point. Identify. Go.

Point at any machine. Carbyn identifies it in 3 seconds: make, model, tool capacity, live status. Say your job number. Go.

Titanium workpiece with Carbyn SOP guidance
GUIDE
01
Workpiece Setup8 min
Speed: 180 SFM
Feed: 11 IPM
DOC: 0.100"
Tol: ±0.0005"
Tap to read aloud
STEP_02

AI writes the procedure.

No SOP? Carbyn generates one from the drawing. Speeds, feeds, tooling, safety gates. Voice-first, hands-free.

CNC control panel with Carbyn knowledge capture
CAPTURE
TRIBAL_KNOWLEDGE_SAVED

TB-4472 | 7 steps, 45 min. Available to all operators.

Used: 3×Rating: 4.8/5
STEP_03

Tribal knowledge that never retires.

Every job becomes a reusable SOP. Your senior machinist’s 30 years of know-how, captured and searchable for every operator.

CNC machine recognized by Carbyn AI
SCAN
IDENTIFIED98.7%
Fanuc Robodrill α-D21MiB5
Spindle
42°C
Coolant
87%
Guard
OK
STEP_01

Point. Identify. Go.

Point at any machine. Carbyn identifies it in 3 seconds: make, model, tool capacity, live status. Say your job number. Go.

Titanium workpiece with Carbyn SOP guidance
GUIDE
01
Workpiece Setup8 min
Speed: 180 SFM
Feed: 11 IPM
DOC: 0.100"
Tol: ±0.0005"
Tap to read aloud
STEP_02

AI writes the procedure.

No SOP? Carbyn generates one from the drawing. Speeds, feeds, tooling, safety gates. Voice-first, hands-free.

CNC control panel with Carbyn knowledge capture
CAPTURE
TRIBAL_KNOWLEDGE_SAVED

TB-4472 | 7 steps, 45 min. Available to all operators.

Used: 3×Rating: 4.8/5
STEP_03

Tribal knowledge that never retires.

Every job becomes a reusable SOP. Your senior machinist’s 30 years of know-how, captured and searchable for every operator.

BOOK_A_DEMO

15-minute call // see it live // no commitment

WHAT_OPERATORS_SEE

REAL SPEEDS. REAL FEEDS. REAL TOOLING.

Generated from the actual drawing, material, and machine.

SOP Step 1: Workpiece Setup
SOP Step 3: Roughing Pass
SOP Step 6: Finish Pass
1
Workpiece Setup
8 min

Mount Ti-6Al-4V billet in Kurt DX6 vise. Indicate to ±0.0005".

Material
Ti-6Al-4V Grade 5
Tolerance
±0.0005"
Fixturing
Kurt DX6 Vise
Kurt DX6 ViseDial IndicatorParallels
Titanium chips are flammable — ensure coolant flow

Adaptive clearing at 40% stepover. Monitor chip color — silver, NOT blue.

Speed
180 SFM → 1,375 RPM
Feed
11 IPM (0.002 IPT)
DOC
0.100"
Coolant
Flood, 300 PSI
1/2" Roughing EndmillAlTiN Coated
Blue chips = too much heat. Reduce speed 10%

Spring pass on all walls. Target Ra 32μin surface finish.

Speed
280 SFM → 2,855 RPM
Feed
5.7 IPM
Surface
Ra 32μin
Width
2.500 ±0.001"
3/8" Finish EndmillCMM Probe

1 of 7 steps // Generated from drawing TB-4472-REV-C

YOUR_DATA_STAYS_YOURS

THE ONLY PRIVATE AI BUILT FOR PRECISION MANUFACTURING

Your drawings, SOPs, and tribal knowledge never leave your environment. Your proprietary processes stay proprietary.

YOUR_IP_STAYS_YOURS

Drawings, processes, and trade secrets never leave your control

NO_TRAINING_ON_YOUR_DATA

Your proprietary knowledge is never used to train our models. Period.

YOUR_ENVIRONMENT

Data stays where you put it. No third-party cloud surprises

AUDIT_READY

Full access logs and data lineage. Ready for any quality system audit.

FROM_THE_FLOOR

Every Shop Has the Same Problem

“Training a new CNC operator takes at least a year. For precision work — 3 to 4 years. We’re losing guys faster than we can train them.”
Shop Manager
Precision machining shop, Santa Clara, CA
“We’ve got paper SOPs in binders nobody reads. When the new guy has a question, he walks across the shop to find someone senior. They’re always busy.”
Shop Owner
Precision tooling shop, San Jose, CA
“The guys who really know this stuff are all in their 50s. When they go, that tribal knowledge goes with them. No one’s writing it down.”
President
Precision manufacturing, Fremont, CA
TEAM

BUILT IN THE SHOP, NOT A SLIDE DECK

60+ shop visits. We build what machinists actually need. We've been on the floor.

JK (Jungkeun) Hong

JK (Jungkeun) Hong

CEO

McKinsey & Kearney manufacturing consulting · Family manufacturing business · Berkeley Haas MBA

LinkedIn
Tim P

Tim P

CTO

AWS AI/ML engineer · Built production AI systems at scale · Berkeley EECS

LinkedIn
MEET_THE_FULL_TEAMCOMPANY_LINKEDIN
TRY_BEFORE_YOU_BUY

NOT READY FOR A DEMO? START FREE.

Try our tools. No signup, no credit card, no sales call.

DRAWING_CHECKER
FREE // NO_SIGNUP

Upload a drawing. Get instant feedback on dimension conflicts, missing tolerances, and GD&T issues. Before it hits the floor.

TRY_DRAWING_CHECKER

YOUR EXPERTS WON'T WORK FOREVER

See Carbyn capture 30 years of tribal knowledge in 2 minutes.

BOOK_A_DEMOTRY_FREE_FIRST

NO_CREDIT_CARD // NO_HARDWARE // CANCEL_ANYTIME

CarbynCarbyn
AI coworker for manufacturing
BOOK_DEMOCONTACTLINKEDIN
Built for shops that cut metal, not paperwork.
BOOK_DEMO