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Octopus Twin

Industries

Advanced Manufacturing

From a printed part to a running production line: design, process, quality and flow on one evidence thread.

What operators struggle with

  • Choosing build parameters without burning machine hours on trial runs
  • Catching process drift before a batch is scrapped
  • Showing which result is simulated, calibrated or measured

What a twin answers

  • Planner search over build plans for cost, time and risk
  • Fault scenarios with AI alert → human approval → parameter change
  • Production-flow twin with OEE, bottleneck and buffers
  • Provenance chips and an evidence ledger on every number

Projects

Live twins in advanced manufacturing

Advanced Manufacturing

Industrial Twin · Additive Manufacturing

LPBF gyroid cold plate → energy-storage module line

An advanced-manufacturing facility that prints a gyroid-lattice cold plate for a battery module in AlSi10Mg by laser powder-bed fusion, then feeds a ten-station module line. Nova, a deterministic planner, searches every build plan for cost, time and risk; faults raise an alert that a person approves before parameters change, and every number carries its provenance.

Services

How we would start with you

Twin Strategy & Discovery

Find the questions a twin should answer, and the data it needs.

Rapid Twin Prototype

A clickable, browser-based twin of your site or process — in weeks, not quarters.

Data Integration & Connected Twins

From prototype to a twin that knows what is happening now.

Have a system you want to see, question or rehearse?

Tell us about the site, the process and the decision. We will come back with what a twin could answer, which data it needs, and how fast a prototype can be in front of your team.