Twinton

$ run twinton

initialising world model0%

Twintontwinton↳ main site

]01[ premise

A sensor perceives. A network understands. Twinton takes action.

]02[ what we build

physical AI agents for

]03[ the path of a signal

sensemeshedgetwintonact

hover a node

]04[ three laws

  • 01

    Perception is not intelligence

    A sensor reports. The mesh connects. Twinton acts.

  • 02

    Distance is latency

    The decision is made where the failure happens.

  • 03

    Every asset owes a record

    Condition, cost and consequence, continuously.

]05[ one mesh, every asset

Intelligence is not added to the machine. It is the machine.

The same mesh resolves into a machine, a vehicle, a structure, a piece of infrastructure. One Twinton per asset, whatever the asset is.

energywind turbinevibration · rpm · strain · wind · temp

20ms

signal to decision

1.4M

assets twinned

99.98%

mesh uptime

01

Twinton per asset

]06[ distributed computing systems

Any AI workload, any chip

Nothing is scheduled. The estate reports itself and the loop closes on its own.

AI workloads are routed by latency, budget and quality requirements — on the edge, at the nearest telecom tower, or in the cloud. One application, placed wherever it runs best.

sensecarrythinkactawscloud region~300ms · 800kmqualcommnearest tower~12ms · 4kmnvidiaon the asset0.8ms · on devicesense · carry · think · actrouted by latency · budget · quality

]07[ lifecycle economics

Accelerate digital intelligence. Cut the cost of the physical lifecycle.

Twinton turns every asset into a software-defined product. Design, build, operate and retire with a live world model instead of paper, guesswork and scheduled downtime.

CAPEX

Software-defined manufacturing

Design and validate in the model before steel is cut. Fewer prototypes, shorter NPI, faster time to market.

~40 % reduction in physical iterations

OPEX

Virtual inspections & predictive maintenance

Condition, cost and consequence, continuously. Replace calendar-based checks with targeted intervention.

~30 % lower maintenance spend

Twinton engineers working on connected infrastructure

]08[ build your twinton

Build your Twinton.

coming soon

One asset, one live world model. The estate follows.

twintonassets that think