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Industry · Dairy
Asset Integrity and Inspection Data Software for the Dairy Industry
Drying towers, tanks, exchangers, piping. All inspected every year. The reports land in a SharePoint or a CMMS and do not come back out as anything you can steer by. Integrity Loop puts those reports to work, equipment by equipment.
The dairy thesis
Your inspection reports are scattered site by site. Linked back to each piece of equipment, they become an asset-base health steered over time.
1 · SCATTERED
- Site by site
- Your PDF reports
- Providers
Linked to the asset
3 · STEERED · ASSET CONDITION
| EQUIPMENT | STATUS |
|---|---|
| Storage tank | Up to date |
| Pasteuriser | To schedule |
| Drying tower | Check due |
Traceable to the source report
A dairy plant produces a huge amount of inspection data, but very little steering. Integrity Loop imports your PDF reports and extracts the measurements, findings, deadlines and locations. Each item is linked 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, inspected by many parties
Dairy processing runs 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. These assets face 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. The deadlines coming up and the defects that recur across sites stay invisible.
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 Integrity Loop tracks through its reports
Integrity Loop tracks each equipment family through the reports you already hold. This sector view brings them together, within the scope your reports cover.
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, Integrity Loop works from the reports your teams and providers already produce.
The concrete challenges
What wears your equipment, and what makes it hard to track
These constraints show up in your inspection reports. They still have to be read 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 Integrity Loop helps
From your inspection reports to a steerable asset-base health
The software does not carry out inspections. It does not replace your CMMS. It reads the reports your teams and providers already produce, then 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, without guesswork
- Every known format has its own dedicated reading adapter.
- An unrecognised format is archived and flagged, without being guessed.
- 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, two readings
On site
Inspection, maintenance and methods
- Inspection 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
Each gain described follows from a feature of the software. We promise no failure prediction, no 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. 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 Integrity Loop, 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. It also sees which pressure-equipment deadlines are coming up, and 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, Integrity Loop
The real question: how to re-read the inspections you already hold. Here is where each option sits for a dairy asset base.
| Criterion | Spreadsheets + SharePoint | CMMS alone | Provider summary | Integrity Loop |
|---|---|---|---|---|
| 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
Integrity Loop 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
What Integrity Loop does not replace
- It does not carry out the inspectionsYour teams and providers carry out the checks. The software puts their reports to work.
- 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 cover 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.
- It does not compute a 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. Integrity Loop 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 Integrity Loop 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. Integrity Loop 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. It holds the integrity memory of your equipment alongside your CMMS.
Does the software guarantee the food safety of our products?
No. Integrity Loop 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. Each plant keeps the detail of its own equipment.
Our expertise
Written from the field
Assets 4.0
Assets 4.0 is a French AI agency for industry and the developer of Integrity Loop. This page draws on field experience in close contact with non-destructive testing, inspection and technical management, in the food industry.
Published on 11 August 2026. Updated on 11 August 2026.
Going further
- Integrity Loop: 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 Integrity Loop 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.
Integrity Loop turns the reports you accumulate, campaign after campaign. You get a readable asset-base health and an audit dossier ready in minutes.
