Our Vision

Intelligence for
every repair.

Every moving machine eventually breaks, and someone has to fix it. Carvis is the operating layer that makes repair instant, accurate, and universal.

Today, cars. Tomorrow, semi trucks - and every hand, human or humanoid, that services it.

Manifesto

Repair is the backbone of the physical economy. It keeps cars on roads, trucks on highways, planes in the air, and trains on tracks.

Yet the industry runs on tribal knowledge, hand-written estimates, and decisions made in seconds with incomplete data.

We are building Carvis to change that, a single AI layer that has studied every repair order, every technician note, every customer concern, and learned what the right answer actually is.

Starting with the auto shop. Ending wherever things move.

02 · The Future

A future where every hand, human or humanoid, has Carvis behind it.

Physical AI is coming to the shop floor. When humanoid technicians open a hood, Carvis is the intelligence telling them what's wrong, what it costs, and how to fix it, identical guidance whether the hands belong to a technician in Michigan or a humanoid in orbit.

CARVISAI·COREHUMANOIDPhysical agent · 24/7TECHNICIANCarvis-equippedDIAGNOSTICOBD · sensors · visionINVENTORYOEM · aftermarketCUSTOMERApprove · payMANUFACTURERTSBs · recalls
One brain, many bodies
The same AI diagnoses the same fault whether a technician or humanoid is holding the wrench.
Continuous learning
Every repair teaches every other Carvis-connected hand. Expertise compounds across the network.
Repair at machine speed
What takes 45 minutes of lookup becomes 12 seconds of inference, with higher accuracy than any one human.
03 · Every Moving Machine

From passenger cars to the entire moving world.

What we're proving with auto generalizes. Trucks. Aircraft. Rail. Eventually humanoids. One repair brain, every category.

CARVIS · ONE DATA SPINE
Passenger
Today
$1.5T
Semi Trucks
Fleet · Next
$800B
Aircraft
MRO · Soon
$90B
Rail
Yards · Soon
$45B
Humanoid
Horizon
→ ∞
04 · How We Build Expertise

Expertise isn't guessed. It's studied.

Carvis ingests every input that matters: parts, labor, machine, customer voice, technician notes. Combined, they become a single repair brain that improves every shift.

Inputs
01
Parts
SKUs · OEM · aftermarket · pricing
1.2M
02
Labor
Ops codes · times · technician variance
48K
03
Machine characteristics
Make · model · year · VIN telemetry
390K
04
Customer concerns
What you hear at the counter
05
Technician notes
What the lift bay actually sees
2.1M
Carvis AI
Repair expertise.
Encoded.
Diagnoseidentify root cause from symptoms
Estimateparts + labor in seconds
Upsellsurface related failures
Explaintranslate for customer + tech
05 · Carvis Skills

One agent. Tuned to your shop.

The Carvis agent is composed of Skills, modular capabilities that snap in and out to match how your shop actually operates. Toggle one on, the agent adapts. Tune once, run everywhere.

CARVIS · AGENT CONSOLE05/08 SKILLSCARVIS · AGENT05/08SKILLS ACTIVEEstimate WriterRO estimates in seconds.● ACTIVESymptom TriageMaps concerns to causes.● ACTIVEUpsell FinderRelated failures & declines.● ACTIVEParts SourcerLive OEM + aftermarket.● ACTIVELabor TimerOp codes tuned to techs.○ IDLEWarranty CheckerTSBs · recalls · coverage.○ IDLEAdvisor ScriptsCustomer-ready explanations.● ACTIVEQC ReviewFlags missing lines + parts.○ IDLE
05 / 08Skills active · tuned to your workflow
06 · Why Now

The moment repair goes from craft to code.

Three curves are crossing: language models capable of true reasoning, physical AI crossing into commercial deployment, and a generation of master technicians retiring. The window to encode what they know is now.

30M+
repair shops worldwide
A vast, fragmented industry still running on phone calls and fax-era software.
1M+
historic repair orders
Carvis has studied over 1M ROs, the foundation of a shared repair brain.
85%
faster estimates
Already in production today. What used to take 45 minutes now takes seconds.
of machines to come
Humanoids are arriving. Aircraft MRO is digitizing. Rail is next. The ground is moving.
07 · Who We Are

From automotive OEMs. From self-driving labs.

Carvis is built by a team that has shipped at automotive OEMs and self-driving companies, pairing deep industry experience with the kind of AI infrastructure the world has only had access to for the last few years.

Jay Warida
Jay Warida
Co-founder, CEO
CJ Na
CJ Na
Co-founder, CTO
Alan Szternberg
Alan Szternberg
Founding Engineer
Param Somane
Param Somane
AI Engineer
Backed by leading mobility VCs and angels
Trucks VC
Newlab
Michigan Rise
ID Ventures
Struck Capital
Sazze Partners
“Auto repair shop pricing has historically been more guesswork than science. By turning millions of repair orders into actionable intelligence, Carvis is giving their partners clarity they've never had before.”
Reilly Brennan
Partner, Trucks VC
Building now · live with enterprise groups

Build the OS for machine repair with us.

Whether you run a shop, operate a fleet, invest in infrastructure, or want to build it, this is the conversation to start.

contact@carvis.ai