Solutions · Industry
Thousands of inspection reports? One summary and asset-base tracking for your management.
An AI system that analyses your existing inspection reports and links each one to the right equipment. Your scattered PDFs become an asset-by-asset summary and usable asset-base tracking.
Assets 4.0 designs an AI system (an agent plus a dashboard) that takes over the tracking of inspection reports across an industrial asset base.
It reads, in bulk, the reports you already have: NDT, integrity tests, requalifications, OEM health checks. It splits them by equipment and classifies every finding by type of test, result, criticality and due date. It then produces an asset-by-asset summary and feeds a tracking file with tailored KPIs.
Your inspection evidence already exists. No one sees it at asset-base scale.
The problem
In a single plant, hundreds of pieces of equipment are inspected every year, often on a periodic basis, for integrity, quality and audit reasons. Across a multi-site group, that adds up to thousands of inspections: non-destructive testing, integrity tests, periodic requalifications, manufacturers' service reports.
The fieldwork is done, and done properly, by certified technicians. But the output lives in heterogeneous PDFs, filed by service provider, by site, by date. The formats look nothing alike from one provider to the next.
The result: no one can quickly answer simple questions. Which pieces of equipment have an open finding? Which requalification due dates fall this quarter, across every site?
How is an asset degrading over time, inspection after inspection? Where do the same defects keep coming back? The answer exists, buried in the reports, and it takes hours of manual reading to reconstruct it, every single time.
At head office, technical management has to track the condition of an entire asset base. That can mean thousands of pieces of equipment spread across several sites. It only sees an aggregation rebuilt by hand, late, and already out of date.
In the field, the maintenance manager re-enters the same information into a spreadsheet they keep alive by sheer effort. The data is there. It simply isn't put to use.
What exactly is the Assets 4.0 inspection tracking system?
The solution
It's an AI agent paired with a dashboard. It puts to work the inspection reports you already hold and turns them into structured asset-base tracking. It doesn't carry out any inspection and doesn't replace your tools: it consolidates what already exists.
It turns your reports into tracking
- Reads heterogeneous reports in bulk (scanned or native PDFs, formats that vary by service provider).
- Splits each report and links every finding to the relevant piece of equipment in your asset base.
- Classifies every finding: type of test, result, criticality, required action, due date.
- Produces a clear asset-by-asset summary, readable by a non-specialist.
- Feeds a tracking file (a register or an Excel file) with KPIs defined together with you.
- Delivers a multi-site dashboard to head office to steer asset-base condition over time.
It replaces neither your experts nor your tools
- Doesn't carry out the inspections: NDT and inspection remain the job of certified technicians and your service providers.
- Doesn't identify the defect in the expert's place and doesn't replace the analysis laboratory.
- Replaces neither your CMMS nor your field data-entry tools: it connects to them.
- Requires neither data migration nor a change to your working habits.
- Non-destructive testing (NDT) reports.
- Integrity tests and periodic requalifications.
- Manufacturers' service reports and health checks.
- History already accumulated, whatever its format.
- Field: maintenance, methods or inspection manager, who wants the asset-by-asset summary and the tracking file.
- Head office: technical management, who wants multi-site asset-base steering and tailored KPIs.
- Which pieces of equipment to address first, based on the criticality of the findings.
- Which requalification due dates to prepare, by site and by period.
- Where recurring defects concentrate across the asset base.
- How to prove that regulatory tracking is maintained and up to date.
How the system turns scattered reports into asset-base tracking
How it works
You provide your existing reports. The system does the rest, in verifiable steps, without you changing any tool.
Collection
You drop in your inspection reports in their original format, whatever the service provider or site.
Reading
The agent reads each document, including scanned PDFs, and extracts the useful content.
Splitting by asset
Each report is segmented and every finding is linked to the exact piece of equipment it refers to in your asset base.
Classification
Every finding is tagged by type of test, result, criticality, required action and due date.
Summary per equipment
The system generates a summary sheet per asset, clear and readable by a non-specialist.
Tracking file
The consolidated findings feed a register or spreadsheet with the KPIs defined together with you.
Dashboard at head office
The condition of the asset base and its inspections is presented by site and over time, for technical management.
What you provide, what you get back
Inputs and outputs
The principle: the inputs are your current documents, the outputs are immediately usable by the field and by head office.
Your current documents
- Non-destructive testing and integrity test reports.
- Periodic requalification records.
- Equipment manufacturers' service reports and health checks.
- A reference list of your assets, if you already have one (otherwise it is rebuilt as reports are read).
Tracking you can act on
- An asset-by-asset summary, dated and traceable back to the source report.
- A tracking file (register or Excel) fed and kept up to date.
- Tailored KPIs, defined according to your technical priorities.
- A multi-site dashboard for management, refreshed over time.
Let's talk about your asset base and your existing reports.
Book a meetingWhat the process looks like on a concrete case
In practice
IllustrationTake a multi-site operator whose pressure equipment and piping are inspected by several service providers. Over a year, the reports arrive in different formats. Some are well-structured native PDFs, others are scans of handwritten records turned into a sheet.
You drop the whole set into the system. The agent reads each document and links every finding to the relevant piece of equipment. It then classifies the finding by its type of test, its result, its criticality and the associated due date.
From there, the maintenance manager opens the sheet for a specific pressure vessel. They see its inspection history, its open findings and its next requalification due date.
At head office, technical management views the same asset base across every site. Which assets carry a critical finding? Which requalifications are coming up in the period? Where do the same types of defects keep recurring? The data hasn't changed source. It has simply become readable and steerable.
An illustration of how it works on a generic case. It is not a quantified client result.
How the tracking file helps you meet your regulatory obligations
Regulatory angle
In France, the order of 20 November 2017 governs the in-service monitoring of pressure equipment. Among other things, it requires keeping an operating file for each piece of equipment and recording inspection operations in it.
It also sets periodicities. The periodic inspection takes place at most every six years. The periodic requalification, in principle every ten years, is brought down to six years when the equipment holds a corrosive fluid.
The tracking file produced by the system helps keep this register up to date. It gathers findings by asset and makes due dates visible before they arrive.
On the certification of practitioners, the exact reference is COFREND. It certifies non-destructive testing technicians to the EN ISO 9712 standard. COFRAC, for its part, accredits COFREND. They are not the same thing. The system does not intervene in the qualification of technicians, which remains their responsibility.
For a group that also operates outside France, the framework changes but the traceability logic is comparable. In the United States, mechanical integrity is governed by the in-service inspection codes API 510, API 570 and API 653.
They cover vessels, piping and storage tanks respectively. Keeping mechanical integrity records is a requirement of the OSHA Process Safety Management program.
In both frameworks, the stake is identical: to hold a reliable, up-to-date and retrievable record of every inspection. That is exactly what the system consolidates, without substituting itself for the standards or the bodies that maintain them.
Manual tracking, CMMS, NDT provider: where the Assets 4.0 system fits
Comparison
The system does not stand in for these approaches. It fills the gap between them: turning accumulated reports into consolidated asset-base tracking.
| Criterion | Manual tracking (in-house Excel) | CMMS | NDT provider (PDF reports) | Assets 4.0 system |
|---|---|---|---|---|
| Main role | Record by hand | Plan maintenance | Carry out inspections | Consolidate existing reports |
| Reading reports | Manual, time-consuming | Not designed for it | Produces the reports | Automatic and in bulk |
| Linking by asset | Must be re-entered | Depends on configuration | Per isolated report | Systematic, back to the source |
| Summary per equipment | Must be rebuilt | Partial | Not consolidated | Generated, readable by everyone |
| Multi-site asset-base view | Very difficult | Variable | Absent | Dashboard at head office |
| Migration required | No migration, but everything is manual | Often heavy | Not applicable | No migration |
How your data and your evidence are handled
Security and governance
Traceability to the source
Every consolidated finding stays linked to the original report, viewable and verifiable.
Non-intrusive integration
The system neither alters nor moves your documents: it reads them and produces a view, the original stays intact.
No migration
Your data stays in your existing tools: you keep control of your systems.
Industrial confidentiality
Inspection reports are handled as sensitive documents, with controlled access on both the field and head-office sides.
Decision left to the experts
The system proposes a structure, your teams review the classifications: the expert keeps the decision.
What the system does not do, stated plainly
Limits
- It doesn't inspectNon-destructive testing and inspections remain carried out by certified technicians and your service providers. The system puts their reports to work; it doesn't replace them.
- It doesn't diagnose in the expert's placeIt classifies and consolidates findings, but the technical interpretation of a defect remains the responsibility of the qualified inspector.
- It doesn't replace the laboratoryIn-depth analysis of a material or a failure is the job of the specialised laboratory, downstream.
- Output quality depends on input qualityA report that is illegible or incomplete at the source produces an all the more cautious summary. The system flags what it cannot link with certainty.
Frequently asked questions
What manufacturers ask us about inspection tracking
Do we have to change our CMMS or our field data-entry tool?
No. It reads the reports you already produce and integrates with your current tools. The rollout happens in stages.
Can the system read reports from different providers, in varied formats?
Yes. That is precisely its strength. It handles heterogeneous PDFs, native and scanned alike, whatever the provider or site. It brings them back to a common structure per asset.
Does it carry out the inspections or identify defects for us?
No. The inspections stay in the hands of certified technicians and your service providers, and the technical interpretation remains the expert's. The system reads, links, classifies and consolidates their findings.
How does this help with the order of 20 November 2017?
The tracking file gathers findings by equipment and makes inspection and requalification due dates visible before they arrive. It helps keep the operating file up to date, but regulatory responsibility and the inspections themselves stay on your side.
Do the field and head office see the same thing?
They start from the same data but with two views. The field accesses the asset-by-asset summary and the tracking file. Head office has a multi-site dashboard with tailored KPIs to steer the asset base over time.
What happens if a report is incomplete or ambiguous?
The system doesn't guess. It links what it can link with certainty. It flags the findings it can't tie to an asset, so your teams can decide.
Does the system handle equipment from different manufacturers?
Yes. It relies on the types of equipment described in your reports, such as vessels, piping, tanks and process lines. It stays compatible with the service reports of the main manufacturers, with no partnership or dependence on any brand.
How long does it take to see a first summary?
As soon as a first batch of reports is provided, the system produces an asset-by-asset summary over that scope. The rollout then expands site by site, without interrupting your operations.
Does our data leave our systems to be processed?
The principle is to stay as close as possible to your environments and to treat the reports as sensitive documents, with controlled access. The exact framework is defined with you during scoping, according to your industrial confidentiality requirements.
Our expertise
Written from field experience
Assets 4.0
This system was born in the field: seven years of B2B business development experience in industry, on both the provider and operator sides. In close contact with:
- non-destructive testing;
- inspection;
- technical management.
We saw the same scene repeat, on site and at head office. Serious inspection reports, produced by experts, stay unused for lack of being brought together. This system answers that precise gap, without encroaching on the work of certified technicians.
Published on 24 July 2026. Updated on 24 July 2026.
Useful references
Written by the Assets 4.0 team · Published on 24 July 2026 · Updated on
The return on investment
We build the AI system for tracking your asset base.
Inspection reports, asset condition, due dates. Estimate, from your own figures, what a custom tracking system can save you.
Calculate the ROIYour reports are already written. Let's make them asset-base tracking.
Assets 4.0 turns the inspection reports you accumulate into an asset-by-asset summary and asset-base steering for your management.
