30 years of tribal knowledge walks out the door. Carbyn captures it — and gives it to the next operator from day one.
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15-minute call // see it live // no commitment
Carbyn is an AI-powered workforce platform for precision manufacturing. We capture tribal knowledge from experienced machinists — speeds, feeds, tooling, setup tricks — and 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.
CNC machine shops, defense contractors, and aerospace manufacturers — typically 10-50 employees with AS9100 or CMMC requirements.
Knowledge loss from retiring experts, 4-year training cycles for new machinists, and hours of manual FAI documentation.
Beta — live with early customers. 60+ shop visits, 34 interviews at MD&M West 2026. Actively onboarding manufacturing partners.
Any operator. Any machine. Expert guidance from day one.
Point at any machine. Carbyn identifies it in 3 seconds — make, model, tool capacity, live status. Say your job number. Go.
No SOP? Carbyn generates one — speeds, feeds, tooling, safety gates — from the drawing. Voice-first, hands-free.
TB-4472 — 7 steps, 45 min. Available to all operators.
Every job becomes a reusable SOP. Your senior machinist’s 30 years of know-how — captured, searchable, available to every operator.
Point at any machine. Carbyn identifies it in 3 seconds — make, model, tool capacity, live status. Say your job number. Go.
No SOP? Carbyn generates one — speeds, feeds, tooling, safety gates — from the drawing. Voice-first, hands-free.
TB-4472 — 7 steps, 45 min. Available to all operators.
Every job becomes a reusable SOP. Your senior machinist’s 30 years of know-how — captured, searchable, available to every operator.
15-minute call // see it live // no commitment
Generated from the actual drawing, material, and machine.
Mount Ti-6Al-4V billet in Kurt DX6 vise. Indicate to ±0.0005".
Adaptive clearing at 40% stepover. Monitor chip color — silver, NOT blue.
Spring pass on all walls. Target Ra 32μin surface finish.
1 of 7 steps // Generated from drawing TB-4472-REV-C
Your drawings, SOPs, and tribal knowledge never leave your environment. Your proprietary processes stay proprietary.
Drawings, processes, and trade secrets never leave your control
Your proprietary knowledge is never used to train our models. Period.
Data stays where you put it. No third-party cloud surprises
Full access logs and data lineage — ready for any quality system audit
“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.”
“We’ve got paper SOPs in binders nobody reads. When the new guy has a question, he walks across the shop to find Mike. Mike’s always busy.”
“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.”
60+ shop visits. We build what machinists actually need — because we've been on the floor.
McKinsey & Kearney manufacturing consulting · Family manufacturing business · Berkeley Haas MBA
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Try our tools — no signup, no credit card, no sales call.
Upload a drawing. Get instant feedback on dimension conflicts, missing tolerances, and GD&T issues — before it hits the floor.
TRY_DRAWING_CHECKER34 interviews with shop owners and quality managers. What they actually want from AI — and what they don't. Raw data from MD&M West 2026.
GET_THE_REPORTSee Carbyn capture 30 years of tribal knowledge in 2 minutes.
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