THE INDUSTRIAL AI BLOG
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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.

62articles published
5sectors covered
Inspection of industrial equipment in a workshop
Industry
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All sectorsFood & beveragePharmaceuticalChemicalsPetrochemicals & refiningPower & utilities
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Asset integrityMaintenance strategySoftware and dataIndustrial inspectionAI and maintenanceSkills and transformationQuality and complianceEngineering and projectsSafety and environment

IA & maintenance

Packaging line in a dairy plant, an intensive cleaning environment AI and maintenance

AI in the Dairy Industry: What It Changes Across Real Processes, and What It Does Not

How AI is transforming the dairy industry: pasteurisation, spray drying, separators, cleaning in place and traceability, with the honest limit of each use.

dairy industryfood industryindustrial AI 8 min read Automated food production line under quality inspection AI and maintenance

AI in the Food Industry: 15 Concrete Use Cases, from the Line to the Audit

Fifteen concrete use cases for AI in the food industry: line vision, predictive maintenance, process, traceability and IFS/BRC audits, with honest limits.

AI in the food industryuse casescomputer vision 8 min read Automated bottling line under camera-based quality inspection AI and maintenance

AI in the Beverage Industry: Applications and Concrete Examples

How AI applies in the beverage industry: bottling-line vision, CO2 and carbonation control, aseptic and hot-fill, predictive maintenance and traceability.

beverage industrybottling linecomputer vision 8 min read Industrial control room with automated systems AI and maintenance

AI agents in industry: what they do, what to fence

Copilot or agent: what agentic AI already does on the factory floor, what to automate, and the guardrails to set before you start.

AI agentsagentic AIgovernance 8 min read Engineer consulting an AI-augmented technical documentation base AI and maintenance

RAG in industry: answering from YOUR documents, not the web

RAG makes AI answer from your documents, not the web. Its principle, where it breaks (retrieval) and the governance that holds it together.

RAGretrieval augmented generationdocument intelligence 8 min read Control room of a connected factory AI and maintenance

Generative AI in industry: the use cases that actually work

Which generative-AI use cases really deliver in industry in 2026, which are over-hyped, and how to pick the first one to run.

generative AIAI use casesindustry 7 min read Industrial operations control room AI and maintenance

How to choose a profitable AI project among several ideas

How to select and prioritise the most profitable AI project in a plant: the sorting criteria, a scoring grid, and the traps that turn a pilot into a money pit.

AI projectreturn on investmentprioritisation 9 min read Chemical process unit and distillation structures AI and maintenance

AI data leaks: the risk comes from your people and your contractors

Data leaks through AI do not come from the AI itself but from the people and third parties who use it: shadow AI, contractors and what the AI Act now requires.

artificial intelligencedata leakshadow AI 8 min read Refinery, piping and distillation columns AI and maintenance

The real risks of AI in industry, and why local deployment reduces them

The real risks of AI in industry: data leaks, invisible errors, vendor lock-in, security. Most come down to one thing, keeping control of your data.

artificial intelligenceriskssensitive data 9 min read Chemical process unit and distillation structures AI and maintenance

Why responsible industrial AI is local, bespoke and off the cloud

Responsible AI in industry is not a label but an architecture: protecting sensitive data calls for bespoke, on-premise tools that stay off the cloud.

artificial intelligencelocal AIoff the cloud 9 min read Turbines in the machine hall of a power station 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.

artificial intelligencepredictive maintenanceuseful life 9 min read Filling and sealing line for pharmaceutical ampoules 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.

artificial intelligencelocal AIoff cloud 8 min read Line of pharmaceutical vials in production 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.

business casereturn on investmentAI project 7 min read Aerial view of a nuclear power plant 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.

artificial intelligenceinspectionhuman validation 9 min read Quality control in a food and beverage production environment 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.

AI projectuse caseproject management 7 min read

All articles

Packaging line in a dairy plant, an intensive cleaning environment AI and maintenance

AI in the Dairy Industry: What It Changes Across Real Processes, and What It Does Not

How AI is transforming the dairy industry: pasteurisation, spray drying, separators, cleaning in place and traceability, with the honest limit of each use.

dairy industryfood industryindustrial AI 8 min read Automated food production line under quality inspection AI and maintenance

AI in the Food Industry: 15 Concrete Use Cases, from the Line to the Audit

Fifteen concrete use cases for AI in the food industry: line vision, predictive maintenance, process, traceability and IFS/BRC audits, with honest limits.

AI in the food industryuse casescomputer vision 8 min read Automated bottling line under camera-based quality inspection AI and maintenance

AI in the Beverage Industry: Applications and Concrete Examples

How AI applies in the beverage industry: bottling-line vision, CO2 and carbonation control, aseptic and hot-fill, predictive maintenance and traceability.

beverage industrybottling linecomputer vision 8 min read Quality control on an industrial production line Software and data

The Best AI Software for Industry, Sector by Sector

Food, pharma, medical or manufacturing: which AI software to choose for your sector, your constraints and the state of your data.

AI softwareindustrial AIfood industry 8 min read
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Industrial control room with automated systems AI and maintenance

AI agents in industry: what they do, what to fence

Copilot or agent: what agentic AI already does on the factory floor, what to automate, and the guardrails to set before you start.

AI agentsagentic AIgovernance 8 min read Engineers in an industrial engineering office Engineering and projects

AI in the engineering office: speed without delegating the decision

AI in the engineering office speeds up search, drafting and compliance review. What it really proposes, and what the engineer keeps in hand.

AI engineering officeengineeringgenerative design 8 min read Production supervision in a connected factory Engineering and projects

AI in industrial production: where it really helps, where it over-promises

Where AI really helps in production: scheduling, process tuning, OEE, energy. Where it over-promises. The real prerequisite: data quality.

AI productionoperationsscheduling 7 min read Quality control on an industrial production line Quality and compliance

AI and industrial quality: what it flags, what the human decides

AI in industrial quality surfaces defects, sorts nonconformities and finds recurring causes. What it flags, what the human decides.

AI qualityquality controlindustrial vision 8 min read Surface hygiene inspection in a food processing plant Quality and compliance

Detecting biofilms and bacteria: my UV 365 nm and AI hypothesis

UV-A fluorescence at 365 nm reveals organic residues, not bacteria. What it shows, its false positives, what AI can read in it.

biofilmbacteriaUV fluorescence 20 min read Corrosion on industrial equipment Asset integrity

Types of industrial corrosion: how to recognise and treat them

Uniform, pitting, galvanic, crevice, SCC, CUI, MIC: recognise each corrosion mechanism by its morphology to choose the right treatment.

corrosioncorrosion typespitting 8 min read Maintenance team analysing failures on a production line Maintenance strategy

FMEA: the full method, from scoring to a worked example

FMEA step by step: the 3 types, Severity, Occurrence and Detection scoring, the RPN calculation and a worked example, with its honest limits.

FMEAfailure modescriticality 7 min read Requalification of pressure equipment during a plant shutdown Asset integrity

Periodic requalification of pressure equipment: what the rules require

What the PED and national in-service regimes require for pressure equipment requalification, and the operating file that decides the outcome.

pressure equipmentrequalificationperiodic inspection 9 min read

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Custom AI systems for industry

Agents that put your data to work and extend your existing tools. Designed and run on site, off the network.

Local agent Local AI agent It reads, decides and acts inside your tools: it processes an inspection report, updates the equipment history, prepares the action plan. LLM and machine learning, run locally. Discover Automation Automation Automate the technical chain: reading documents, structuring the data, and feeding it back into your tools. Discover Application Line-of-business app An application built for your process, connected to your existing software, with no migration project. Discover Predictive Predictive AI Anticipate degradation from your field readings: forecast due dates and extend the service life of your equipment. Discover
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