The Industrial AI Blog
The media specialised in AI applied to industry: maintenance, quality, inspection and asset integrity. In-depth articles and free tools, no account needed.
Articles, page 4
Software and data
Asset Management Software for the Food Industry: How to Choose, and Where AI Really Makes a Difference
How to choose asset management software for the food industry without a misstep, the criteria that matter, and what predictive analysis really changes.
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.
AI and maintenance
Predictive AI in maintenance: extending your equipment's life
What predictive AI really changes in maintenance: anticipate degradation to act at the right moment and extend the useful life of your equipment.
AI and maintenance
Local AI off the cloud: deploying an LLM or LMM on site
Why deploy AI on-premise rather than in the cloud: what an LLM or LMM does on an industrial site, the tasks it automates and the real constraints.
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
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.
Industrial inspection
Preparing for a technical or regulatory audit: arrive with a history, not a pile of PDFs
Approach a technical or regulatory audit without losing two days: what the auditor really looks for, and how to keep a history that answers on its own.
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.
Industrial inspection
How to calculate a corrosion rate: formula, unit and pitfalls
The corrosion rate formula from dated thickness readings, the unit to use, and the difference between short-term and long-term rates explained.
AI and maintenance
Making the case for an AI maintenance project to your board
How to cost an AI maintenance project so it survives the boardroom: what you measure, what you own as an assumption, and what you must never promise.
AI and maintenance
Can AI Replace the Inspector? The Line Between Preparing and Deciding
What AI can genuinely do with inspection and maintenance data, what it must never decide on its own, and why the sign-off stays human.
AI and maintenance
Delivering a first AI project in maintenance: a 90-day roadmap
How to run a first AI project in industrial maintenance without spreading yourself thin: the scope to pick, the first 90 days, and the traps that sink it.
Industrial inspection
Equipment inspection intervals: what regulation fixes, and what it leaves to you
What the rules really impose as inspection intervals, how an interval is calculated, and the risks no wall thickness measurement will ever see.
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