Operations

Baselines, root-cause analysis, and continuous improvement

Production Engineering

PhD-level knowledge of production engineering

Like the best production engineer you have worked with: never settles for operator error as the root cause.

Sound familiar?

Improvement work drowns in firefighting. Deviations are investigated to the nearest explanation, not to the root cause. And without baselines there is no way to show whether last year's improvements achieved anything at all.

What I take off your desk

Concrete work, not promises. Everything is a proposal; you approve.

Baselines from your own data

Throughput, yield, and setup times from the ERP as a reference, so every improvement is measured against something real.

Structured root-cause analysis

Five whys and fishbones built on actual deviation data. I do not drop the analysis at the first convenient answer.

Follow-up that is not forgotten

After every improvement I check whether the effect held, three weeks and three months later.

Instructions that match reality

I flag work instructions that have drifted from how the job is actually done, before the gap becomes a deviation.

What it looks like

The assembly routing with an assessment of where the bottleneck appears at 500 units a week.

The Colleag workspace: a question asked in chat and an answer with specifications and sources

Driven by

  • Stable processes with low variation
  • Root causes, not symptoms
  • Improvements that demonstrably hold

Measured on

ThroughputFirst pass yieldSetup times and scrap

How your digital colleagues work

The same rules for every colleague, built in from the start.

( 01 )

They know your business

The colleagues read your own documents and your own business data. No generic answers; your part numbers, your customers, your processes.

( 02 )

They propose, you decide

Every draft and every change goes through you or a flesh-and-blood colleague. Nothing is published without human approval.

( 03 )

Everything is traceable

Every document is a plain file in a version-controlled repository you own. You always see who changed what and why.

( 04 )

You are never locked in

All your knowledge can be exported at any time, in open formats. It is your data, not ours.

More colleagues in Operations

Curious what it feels like?

We run pilot programs with a few manufacturing companies at a time. Tell us about your business and we will show what the colleagues can do with your documents and your data.