For engineers, plant managers and operations leaders
AI and efficiency for
heavy industry.
Practical guides on predictive maintenance, energy efficiency and decarbonization — plus an independent catalogue of the industrial software that delivers it. No hype, written for people who run real plants.
Industrial statistics & business explorer
Sourced charts, in-depth "state of" reports and side-by-side comparisons on the numbers shaping heavy industry — where energy goes, how fast AI and predictive maintenance are growing, and where investment is heading. Every figure cited to a public source.
AI by sector
AI in Food Processing
5 guides · 5 toolsAI in Power Generation
5 guides · 5 toolsAI in Chemicals
5 guides · 5 toolsAI in Brewing & Beverage
4 guides · 4 toolsAI in Cement
4 guides · 4 toolsAI in Steel & Metals
4 guides · 5 toolsAI in Paper & Packaging
6 guides · 5 toolsAI in Dairy
6 guides · 5 toolsAI in Pharmaceuticals
6 guides · 5 tools
Built by Inzonex
We make the insulation that stops the heat loss
This site is published by Inzonex — a manufacturer of modular, removable insulation for hot industrial equipment: valves, flanges, steam lines, turbines and boilers. It strips off in seconds for maintenance and refits in minutes, so hot surfaces stay insulated instead of being left bare.
- Up to 90% less heat loss from exposed hot surfaces
- Surface temperature brought down to a touch-safe ≤45°C
- Removable for maintenance — typical payback under two years
- Each cover is digitally measured and CAD-patterned to fit exactly — the same precision-from-data mindset behind the industrial AI we cover here
Latest guides
How to improve boiler efficiency
The practical levers that move boiler efficiency — combustion, blowdown, feedwater, flue-gas heat and standing losses — and how to find them.
Heat exchanger fouling: causes and prevention
Why exchangers foul, what it costs in energy and throughput, and how to predict and manage cleaning instead of reacting to it.
Steam trap management
Failed steam traps quietly waste fuel and damage equipment. How to survey, prioritise and monitor a trap population effectively.
Waste heat recovery in industry
Where industrial waste heat hides, the technologies that capture it, and how to judge whether recovery pays at your site.
Predictive maintenance: a practical guide
What predictive maintenance is, how it differs from preventive maintenance, which techniques fit which assets, and how to start without boiling the ocean.
Digital twins in industry
A clear-eyed look at industrial digital twins — what the term really means, the levels of fidelity, and where they deliver value versus hype.
Industrial software
Predictive maintenance, energy management, CMMS, digital twin and AI-vision platforms — compared on price and fit.
Augury
Machine health monitoring for rotating equipment using vibration and AI.
Siemens Senseye Predictive Maintenance
Scalable predictive maintenance that learns from existing condition data.
AVEVA Predictive Analytics
Early-warning analytics for critical process and power assets.
IBM Maximo Application Suite
Enterprise asset management with built-in monitoring and AI.
Fiix (Rockwell Automation)
Cloud CMMS with an AI assistant, now part of Rockwell.
Limble CMMS
Easy-to-adopt CMMS focused on fast technician uptake.
MaintainX
Mobile-first maintenance and operations execution.
UpKeep
Maintenance and asset management built for mobile technicians.