Skills and transformation
Train technical teams, manage change and deploy a first project without failing.
Articles on skills and transformation
Skills and transformation
Freelance industrial AI consultant: how to choose the best
How to choose the best freelance industrial AI consultant: the profiles compared, the criteria that matter, and how to spot the one who ships a tool.
Skills and transformation
The industrial maintenance manager: the skills that actually matter today
What is changing in the industrial maintenance manager's role, the skills that genuinely carry weight, and how to build them without a budget.
Skills and transformation
Training your team to use AI in industry: what actually works on the shop floor
Why AI training fails in technical teams, and the sequence that works when people are on shift, in the field, and nowhere near a desk.
Skills and transformation
Learning AI for your industrial role, on your own and without a company budget
How an industry professional can learn AI for their own role, without a company budget: where to start, what to avoid, and how to prove it.
The field toolbox
- Corrosion ratemm/yr
- MTBF · MTTR · uptimereliability
- Thickness logtrend
- Inspection intervaldue date
- Report templateCMMS
- Unit convertermm · psi
- Lost hoursROI
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Skills and transformation
Change management for an industrial AI project: what really kills adoption
Why a technically successful AI tool still goes unused, and what actually changes that: the unspoken fear, the local referent, and proof drawn from real work.
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