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Industry · Dairy
Asset Integrity and Inspection Data Software for the Dairy Industry
Your drying towers, tanks, heat exchangers and piping are inspected every year. The reports land in a SharePoint or a CMMS and never come back out as anything you can steer by. Lucens Integrity puts those reports to work, equipment by equipment.
The dairy thesis
Inspection reports scattered site by site, linked back to each piece of equipment, become an asset-base health you can steer over time.
A dairy plant produces a huge amount of inspection data, but very little steering. Lucens Integrity imports your PDF reports, extracts the measurements, findings, deadlines and locations, and links each item to the piece of equipment it concerns: drying tower, tank, heat exchanger, piping. From them it builds a per-asset history, a map of defects, health KPIs and an audit dossier ready in minutes. The software runs locally, off-cloud and offline, under your control.
Dairy industry
Sector context
A dense asset base, in near-continuous use, inspected by many parties
Dairy processing keeps equipment running in an almost permanent flow: milk reception, pasteurisation, concentration, spray drying, packaging of powders and ingredients. Every stage draws on tanks, heat exchangers, piping and pressure equipment subjected to thermal cycles, repeated cleaning-in-place and abrasive products.
These assets are inspected regularly, both in-house and by non-destructive testing providers and inspection bodies. Thickness measurements, weld checks, visual examinations, pressure-equipment inspections: every campaign produces a report, most often a PDF. Across a multi-site group, those reports pile up in SharePoints, CMMS systems and spreadsheets that are specific to each plant.
The result is familiar: the data exists in bulk, yet stays unreadable at asset-base scale. No one holds a consolidated view of equipment health, of the deadlines coming up, or of the defects that recur from one site to the next. The challenge is not to run more inspections, but to put the ones you already have to work.
Your dairy inspections already exist. What they lack is a memory and an asset-base view.
Worth noting
This page deals with the mechanical integrity of dairy equipment: corrosion, thicknesses, cracks, defects, deadlines. It does not cover food safety or hygiene standards, which belong to your quality processes.
Assets concerned
The dairy equipment Lucens Integrity tracks through its reports
Lucens Integrity tracks each equipment family through the reports you already hold, within the scope your reports actually cover. This sector view brings them together in one place.
Drying
Spray & drying towers
Atomisation and powder drying: internal abrasion, shell thicknesses, re-inspection points.
Storage
Tanks & vessels
Milk tanks, process and storage vessels: corrosion, thicknesses and weld tracking.
Networks
Piping
Product, steam and cleaning-fluid circuits: thickness measurements and check points per line.
Thermal
Heat exchangers
Pasteurisation and concentration: thermal fatigue, fouling, findings tracked campaign after campaign.
Powders
Silos & hoppers
Storage of dairy powders: abrasion, wall wear, structure and singular points.
Filtration
Bag filters
Dust collection on drying lines: casing condition, findings and inspection deadlines.
Pressure
Pressure equipment
Steam generators and vessels: periodic inspection and requalification deadlines tracked per asset.
Separation
Cyclones
Powder separation at the tower outlet: abrasion and wall wear recorded in your reports.
Drying
Fluidized beds
Powder finishing and cooling: wear and fouling findings tracked in the history.
Sector view
This page covers the dairy industry as a whole. Whatever the family of equipment, Lucens Integrity works from the reports your teams and providers already produce, within the scope those reports cover.
The concrete challenges
What wears your equipment, and what makes it hard to track
The constraints of a dairy plant leave traces in the inspection reports. What is still missing is a way to read them at asset-base scale, over time and from one site to the next.
Cleaning-in-place and thermal cycles
Repeated cleaning and sterilisation cycles stress welds and walls. Thermal fatigue shows up across successive findings.
Powder abrasion
Drying towers, cyclones and silos take the abrasion of powders. Thicknesses drop campaign after campaign.
Corrosion and chemical attack
Acid and alkaline cleaning agents, chlorides, condensates: corrosion advances and deserves thickness tracking over time.
Cracks and recurring defects
Weld cracks, pitting, incipient flaws: without a per-equipment history, you cannot see that the same defect keeps coming back.
Planned shutdowns to prepare
Major shutdowns are prepared well ahead. Without a view of deadlines and priorities, the schedule ends up decided in a rush.
Multiple providers
Each provider delivers its own report format. Findings stay isolated instead of feeding a shared memory of the equipment.
The common thread
Each of these constraints is already documented in your reports. What is missing is a per-equipment history and a multi-site view that make these signals comparable over time.
How Lucens Integrity helps
From your inspection reports to a steerable asset-base health
The software does not carry out inspections and does not replace your CMMS. It reads the reports your teams and providers already produce, and turns them into steering.
Report import
Your inspection PDFs, by file or by folder, with no re-entry.
Reading and matching
Per-format adapters extract the data and link it to the equipment.
Asset-base steering
History, health KPIs, deadlines, criticality and an audit dossier.
What the software brings
A per-equipment memory, built for decisions
- Imports your PDF reports by file or by folder, in bulk.
- Extracts measurements, findings, deadlines, identifiers, dates, locations and severity.
- Links each item to the equipment whose identity is validated.
- Builds a per-asset history you can consult over ten years.
- Renders asset-base health, regulatory deadlines and an audit dossier.
How it handles the unknown
By adapter, never by guesswork
- Every known format has its own dedicated reading adapter.
- An unrecognised format is archived and flagged, never guessed or invented.
- The software does no OCR: it reads the data present in the report.
- Each item stays linked to its source report, for full traceability.
Data extracted
- Thickness measurements and readings.
- Findings, defects and severity.
- Deadlines, dates and identifiers.
- Locations on the equipment.
Outputs
- Per-equipment history over ten years.
- 2D defect mapping.
- Per-asset and per-site health KPIs.
- Year-over-year comparison.
Audit outputs
- Regulatory deadlines and overdue items.
- Criticality ranking and prioritisation.
- Audit dossier in minutes.
- Excel, PDF and CSV export.
Who uses it
From the field to head office, the same data with two readings
On site
Inspection, maintenance and methods
- Inspection and integrity managers, for the per-equipment memory.
- Maintenance managers, for prioritising interventions.
- Methods office, to prepare shutdowns on facts.
- New-works engineers, to gauge an asset's condition before deciding.
At head office
Technical management and group
- Technical and industrial management, for budget arbitration.
- Group management, to compare dairy sites against each other.
- Quality and audit function, to hold a retrievable dossier.
- Regulatory managers, to anticipate deadlines.
What you gain
Concrete benefits, with no promise the data cannot carry
The gains described here follow directly from features of the software. We promise no failure prediction, no guaranteed remaining life and no automatic compliance.
What you draw on
Your current reports
- Thickness-measurement and non-destructive testing reports.
- In-house and provider inspection records.
- Pressure-equipment and regulatory inspection reports.
- History already archived as PDFs, site by site.
What you get back
A readable dairy asset base
- Health per equipment, traceable back to the source report.
- Deadlines visible before they arrive.
- Prioritisation by criticality to prepare shutdowns.
- An audit dossier put together in minutes.
In practice
IllustrationWhat a dairy asset base back under control looks like
Take a dairy group with several plants, where each site has its drying towers, tanks, heat exchangers and piping inspected by its own providers. The detailed reports live as PDFs, filed by campaign in each plant's SharePoint. Every manager knows their own asset base, but technical management only has summaries rebuilt by hand, late, and already out of date.
Once the report history is dropped into Lucens Integrity, every finding is linked to its equipment and filed in a dated history. Management gets a unified reading: which towers are losing thickness, which exchangers concentrate the findings, which pressure-equipment deadlines are coming up, which defect recurs from one site to another. The data has not changed source: it has simply become readable, comparable and retrievable.
An illustration of how it works on a generic case. It is not a quantified client result.
Comparing the approaches
Spreadsheets, CMMS alone, external provider, Lucens Integrity
The question is not "which extra tool to install" but "how to re-read the inspections I already hold". Here is where each option sits for a dairy asset base.
| Criterion | Spreadsheets + SharePoint | CMMS alone | Provider summary | Lucens Integrity |
|---|---|---|---|---|
| Reads PDF reports | Manually | Rarely | Occasionally | By adapter, in bulk |
| Per-equipment history | Scattered | Work orders | For the assignment | Over ten years, per asset |
| Deadlines and overdue | Kept by hand | Variable | Out of scope | Tracked and flagged |
| Multi-site view | Very hard | Depends on setup | No | From group to site |
| Audit dossier | Rebuilt | Partial | On request | In minutes |
| Data handling | On your servers | Often cloud | At the third party | 100% local and offline |
Note
Lucens Integrity replaces neither the CMMS nor your inspection providers. It puts their reports to work to build an equipment memory and an asset-base view.
The scope, stated plainly
What Lucens Integrity does not replace
- It does not carry out the inspectionsChecks and measurements stay in the hands of your teams and providers. The software puts their reports to work; it does not replace them.
- It is not a CMMS or an EAMIt manages neither work orders nor spare parts. It holds the integrity memory of your equipment, alongside your CMMS.
- It does not guarantee food safetyIt handles the mechanical integrity of equipment. Product safety belongs to your quality and hygiene processes.
- It does no OCR and no guessworkIt reads the data present in the reports by adapter. An unknown format is archived and flagged, never guessed.
- It does not compute a guaranteed remaining lifeIt makes measurements, defects and trends readable. Interpretation and the decision stay with your experts.
Deployment
Local, sovereign software, under your control
Inspection data is sensitive. Lucens Integrity handles it as close as possible to your environments, with no dependence on the cloud.
Traceability to the source
Every measurement and every finding stays linked to the original PDF report, which stays viewable and verifiable.
No forced migration
Your tools and reports stay intact. The software reads the existing documents and produces a view of them.
From group to site
The view extends site by site, from head office to each plant, without interrupting operations.
Frequently asked questions
What dairy sites ask us
Does Lucens Integrity carry out the inspections of dairy equipment?
No. Inspections and measurements stay in the hands of your teams and your non-destructive testing providers. The software imports their reports, extracts the data and links it to each piece of equipment to build a history and an asset-base health.
Do we have to change our CMMS to use it?
No. Lucens Integrity is not a CMMS and does not replace one. It reads the PDF reports you already archive, with no migration and no change of tool, and holds the integrity memory of your equipment alongside your CMMS.
Does the software guarantee the food safety of our products?
No. Lucens Integrity handles the mechanical integrity of equipment: corrosion, thicknesses, cracks, defects, deadlines. Food safety belongs to your quality and hygiene processes, outside the scope of the software.
How are provider reports in varied formats read?
Every known format has a dedicated reading adapter that extracts its data. The software does no OCR. An unrecognised format is archived and flagged, never guessed, which protects the reliability of the history.
Does our inspection data leave the company?
No. The software runs 100% locally, off-cloud and offline. Your reports stay on your workstations. Each item stays linked to the source PDF for full traceability, under your control.
Can several dairy sites be compared against each other?
Yes. The view is structured from group to site. Technical management sees asset-base health, deadlines and recurring defects from one site to the next, while each plant keeps the detail of its own equipment.
Our expertise
Written from field experience
Assets 4.0
Assets 4.0 is a French AI agency for industry and the developer of Lucens Integrity. This page draws on field experience in close contact with non-destructive testing, inspection and technical management, in the food industry.
In dairy as elsewhere, the same scene repeats: serious inspections, produced every campaign, that stay unused for lack of being brought together per equipment. Lucens Integrity answers that precise gap, without encroaching on the work of experts or on your quality processes.
Published on 11 August 2026. Updated on 11 August 2026.
Going further
- Lucens Integrity: the asset integrity management software
- Asset integrity management software (pillar)
- Inspection data management system
By the Assets 4.0 team · Published on 11 August 2026 · Updated on
The return on investment
Estimate what Lucens Integrity can save your dairy sites.
Audit preparation time, deadlines kept, shutdowns better prepared: start from your own figures to estimate the gain.
Calculate the ROIYour dairy inspections already exist. Let's turn them into steering.
Lucens Integrity turns the reports you accumulate, campaign after campaign, into a readable asset-base health and an audit dossier ready in minutes.
