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Proof / Industrial demonstrator

Built in the real world.

An operating factory used to test and demonstrate automation, robotics and industrial AI under real operating conditions.

Why it matters now

Why a demonstrator matters

Most automation advice is given by people who have never run a line. The evidence shows how differently sites perform, and why the business case has to be built from the constraint.

542,000

Industrial robots installed worldwide in 2024.

International Federation of Robotics, World Robotics 2025
−42% energy

And a 69% productivity improvement at Siemens Erlangen, using digital twins, robotics and AI.

World Economic Forum Lighthouse, Siemens Erlangen, via Manufacturing Digital
43%

Of collected manufacturing data is used effectively.

Rockwell Automation, 2026 manufacturing study

Fill in: check the figures from Rockwell Automation, 2026 manufacturing study against the original before launch

The production line

Each station will open to show the problem, the technology, the operating metric, the economic result and the evidence behind it.

Demand and orders Materials Planning Production Robotics Machine vision Packaging Internal logistics Warehouse Intelligence layer

Everything on this page must be verified

The factory is only shown publicly once ownership, process and results are documented.

  • Fill in: Legal ownerWhich company owns it, and whether it is a North Axiom asset
  • Fill in: LocationWhere it is
  • Fill in: ProductWhat it makes
  • Fill in: Starting positionHow the line ran before
  • Fill in: Automation installedWhat was added, and when
  • Fill in: Labour hours per unitBefore and after
  • Fill in: Cycle timeBefore and after
  • Fill in: ThroughputBefore and after
  • Fill in: Scrap and qualityBefore and after
  • Fill in: CapexAmount invested
  • Fill in: PaybackPeriod
  • Fill in: Measurement periodDates measured
  • Fill in: Human roleHow jobs changed
  • Fill in: PhotographyImages and film of the line

How it will be presented

The same evidence standard as every case study.

Starting position

What the line looked like, measured.

Transformation strategy

What we changed and why.

Before and after

Each metric, with the measurement period.

The human role

What people do now that they did not before.

Automation economics

Capex, payback and the assumptions behind them.

Replication

What would transfer to another site, and what would not.

Discuss an automation programme

Start with the bottleneck.