N+1Labs Digital twins held to reality
Factory N+1

Run your next build on a twin of your line.

Factory N+1 is a digital twin of your actual assembly line, kept in sync with every real build. Try a part change, run thousands of virtual units, and see yield and failure modes before EVT or DVT.

Request a blind backtest How the twin stays true
REV
CHANGE
RESULT
N
Current part, current line
BUILT
N+1
Your proposed change
ON THE TWIN
rev N+1: out of band twin − real line builds →
FIG. 1 · Twin vs real line. A change that pushes the build out of band is caught before the build. Illustration, not data.
FIG. 2 · ACTION, REACTION, CORRECTIONWhat makes it a twin, not a simulation
01 SENSE →

Your line, observed

CAD, tolerances, SOPs, station video, splats, controller logs.

02 TWIN →

Modeled station by station

Physics where the laws are known, learned models where they are not.

03 ACT →

Try revision N+1

An engineer or an agent changes a part or a process on the twin.

04 REACT →

See the reaction

Fit, force, torque, jams: predicted yield and ranked failure modes.

05 CORRECT

Held to the real build

Each real build's results correct the twin. Its error is published.

↺ 05 → 01 · every build makes the next prediction better
SIMULATION VS TWIN

A simulation is a snapshot. A twin is held to the world.

A simulation projects one outcome and is rarely checked again. A twin is a working model of your specific line, corrected by what that line actually produces, so the scenarios you run on it track the real world.

SIMULATION
N+1 TWIN
Models
A generic case
Your real line
Lifespan
One run
Lives with the line
Checked
Rarely
Every real build
Error
Unknown
Published
STARTING WHERE PHYSICS CAN PROVE IT

We twin the stations we can measure first.

Harder physics such as flex cables, adhesives, glass and cosmetics comes after we publish fidelity on these.

ST-01Tolerance stack-ups
ST-02Press-fit
ST-03Snap-fit
ST-04Screwdriving
BLIND BACKTEST · FACTORY N+1CERTIFICATE NO. N+1-0001

Give us a build you already finished. See if the twin finds your top failures.

YOU SEND
CAD and tolerances from an EVT or DVT finished 3 to 6 months ago
WE PREDICT
The top failure modes, without seeing your results
THEN COMPARE
Against your real failure Pareto. You see the hit rate.
YOUR DATA
Stays yours. Your CAD, drawings and BOMs are never used to train shared models.
Request a blind backtest