Insights
Latest articles
Articles grounded in each industry's primary standards — EU-GMP, FSSC 22000, SEMI E10, port MMBF, airport AHM — not recycled vendor marketing.
CMMS for Airport Ground Equipment — From GSE to Passenger Boarding Bridges
A passenger boarding bridge keeps serving flights right after a software update, with no post-upgrade safety check on file. This is exactly the kind of gap ground-equipment CMMS at an airport has to block.
Read moreERP for Airport Turnaround — When GSE Maintenance Competes With the Flight Schedule
Pulling a tug for maintenance right when its station is handling a tight-turnaround flight can extend a delay. Simulation research at Luton Airport shows GSE scheduling order directly affects turnaround delay.
Read moreOEE for Airport Ground Equipment — When the Standard Doesn't Exist
No aviation standard defines OEE for tugs, belt loaders, or ground power units. This isn't a research gap — it's simply the fact, and understanding it correctly matters more than searching for a standard that doesn't exist.
Read moreCMMS for Seaports — Maintaining Cranes in a Corrosive Marine Environment
A single failed STS crane can halt thousands of container moves. Seaport CMMS has to handle both mechanical failure and saltwater corrosion — problems an indoor factory never faces.
Read moreCMMS for Semiconductor Fabs — SEMI E10's Six States and Cleanroom Constraints
A technician flips a broken tool's state to 'Standby' to hide downtime — the CMMS logs it as fine while it's actually completely down. This is why fab CMMS can't be separated from SEMI E10.
Read moreCMMS for Pharma Plants: Built for GAMP 5 Compliance
Paper logs and spreadsheets no longer hold up for pharma equipment maintenance. Here's how a GAMP 5-validated CMMS removes audit findings at the root.
Read moreCMMS for Food Plants: Built for FSSC 22000 Compliance
An FSSC 22000 auditor doesn't ask if the machine runs well — they pick a random batch and trace the line's maintenance history backward. Your CMMS has to be ready for that question.
Read moreERP for Seaports — When Maintenance and Vessel Schedules Compete for the Same Crane
Preventive-maintenance schedules and vessel-arrival schedules are usually planned in two different systems. When both target the same crane at the same time, who finds out in time to avoid the conflict?
Read moreERP for Semiconductor Fabs — When Maintenance Schedules Must Pull or Push With WIP
Pulling a tool down for maintenance right when its station is drowning in WIP can blow the week's production target. Fab ERP needs to know when to push a PM schedule back — and when to pull it forward.
Read morePharma-Specific ERP: GxP Supply Chain Control
Pharma ERP differs from generic ERP in one core way: every inventory transaction is not just a stock number — it's part of the evidence behind a batch release decision.
Read moreERP for the Food Industry — When Batch Status Depends on a Maintenance Event
A maintenance stop that isn't correctly logged can leave the ERP showing a batch as 'ready to ship' while it's actually still waiting on a sanitation sign-off. This is a break point few food plants notice.
Read moreOEE for Container Port Cranes — Why the Factory Formula Doesn't Transfer
STS cranes don't run continuously like a production line — they operate in discrete cycles. Applying the factory OEE formula as-is to port cranes produces seriously misleading numbers.
Read moreOEE for Semiconductor Fabs — When One Score Isn't Enough at the Fab Level
An EUV scanner hits an excellent 85% OEE — but TEEP is only 18% because the fab runs a single shift. The CFO needs both numbers to make the right call: buy another tool or add a shift.
Read moreReal-Time OEE for Pharma Manufacturing Under ISO 22400-2
OEE stuck below 60% with no clear root cause is rarely about the machine — it's usually about how the data was captured. Building an OEE system pharma plants can actually trust.
Read moreOEE for Food Manufacturing — Why There's No Universal Fault-Code Standard
There is no single unified OEE fault-code table for the food industry — every vendor, every plant configures its own. Here's how to understand the framework and build a convention that doesn't drift across lines.
Read moreWhat is ALCOA+ and how to apply it in pharma plants?
ALCOA+ is the foundational framework for data integrity. Understanding each attribute helps design compliant systems from the start.
Read moreA checklist to prepare for an EU-GMP inspection
Good preparation is half the battle. The core items to review before inspectors arrive.
Read moreGAMP 5: categorizing GxP software to scope validation
Correct GAMP 5 categorization scopes validation effort sensibly — neither too much nor too little.
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