Distributed manufacturing platform

Turn any manual into a factory anyone can join.

SkyShadow AI converts your existing documentation into AI-guided build processes. First-time workers assemble hardware from home, and every step is checked by AI before it ships.

Up to 4 images · 10 MB each
A 5-inch quadcopter. I've built the CAD from your manual and split the build into 14 steps. Step 1: print the four arm brackets, then send me a photo of the first one off the bed.
✓ Photo verified · bracket dimensions within tolerance
The problem

American manufacturing is short on people who know how to build.

The knowledge lives in messy manuals, in veteran workers' heads, and inside a handful of centralized factories. Scaling means new facilities, fixed overhead and months of training. Meanwhile, millions of capable people could build from home, but nobody could trust the quality of their work remotely. Until now.

Centralized

Contract manufacturers depend on big facilities, skilled labor and long planning cycles.

Locked up

Process knowledge sits in PDFs, binders and tribal knowledge, not in tools workers can use.

Untrusted

Remote QA has always been too hard, so distributed labor never reached the production line.

How it works

Hand us your documentation. Get back a working, AI-guided build process.

01 / INGEST

Start from what you already have

Manuals, assembly drawings, spec sheets, even scanned PDFs. No clean CAD required. We've stress-tested this on IKEA manuals.

AI
02 / GENERATE

CAD and interactive instructions

The platform reads the documents, generates the CAD, and breaks the build into simple, photo-checkable steps written for a first-time worker.

step 3/14solder ESCarm_bkt.stl
03 / BUILD & VERIFY

Distributed builders, AI-checked

Workers build at home with a standard kit and our phone app. The AI coaches each step, checks photos and video, and logs a quality record.

AI verification

We solved the trust problem.

Manufacturing can become a gig economy once you can trust work done outside the factory. Our AI layer is the inspector, the trainer and the record keeper, on every step.

  • ◎
    Trains the workerStep-by-step coaching for someone who has never held a soldering iron.
  • ✓
    Verifies every stepPhoto and video checks before the worker can move on.
  • !
    Flags mistakes earlyHighlights the exact joint, fit or routing that needs rework.
  • ≡
    Creates a quality recordFull traceability for every unit before final inspection.
UNIT SS-Q5-0412● IN PROGRESS
01Print arm brackets ×4PASS
02Fit carbon rods to framePASS
03Print landing legsPASS
04Solder ESC leadsREWORK
→ cold joint on pad B2, reheat 3s
04Solder ESC leads (retry)PASS
05Route motor cables…
06Mount flight controller—
07Final inspection—
The home manufacturing cell

A home workspace becomes a lightweight production line.

Every builder gets the same standardized setup, so a unit built in Ohio matches one built in Oregon.

3D printerPrints parts locally, on demand
Soldering kitIron, solder, stands and flux
SkyShadow appInstructions on the bench
Standard kitPre-counted parts per build
AI coach & QAGuidance and validation
Why people, not just machines

We add capacity by onboarding builders, not buying robots.

Cable routing, soldering, fitting and inspection will stay cheaper and more flexible with human hands for years to come. We let manufacturers tap that capacity without building a factory.

Factories & automation
SkyShadow AI
Starting point
Clean CAD, trained staff
Your existing, messy manuals
Who builds
Skilled workers on a factory floor
First-time builders at home
Quality control
Supervisors and end-of-line QA
AI checks on every single step
Scaling up
New facilities, machines, months
Onboard more builders, fast
Capital required
High fixed overhead
Low overhead, flexible
First use case

Starting with drones.

Demand is urgent and drone assembly breaks down cleanly into simple, verifiable steps: print, fit, solder, route, inspect. We're collecting training data from real drone builds and working with labs at Cornell.

But we're not a drone company. We're building the labor and software platform for distributed manufacturing, and drones are the first product line through it.

Drones Soft robotics Consumer assembly Electronics
Work with us

Have hardware to build? Want to build it?

We're partnering with manufacturers who want flexible American capacity, and with builders who want to make things from home.

Or email us at skyshadowai@gmail.com