AI for industry: four concrete fields of application.

At Assets 4.0, industrial AI means custom systems that put your existing documents and tools to work: inspection reports, audits, spreadsheets, CMMS and document stores. Rather than a generic chatbot, we build systems tuned to your equipment, your standards and your vocabulary, across four fields: maintenance, quality and compliance, operations, and engineering. The goal is practical, turning data you already produce into a view you can steer and decisions you can act on, without replacing the tools your teams already use every day.

No. Assets 4.0 builds around your existing tools, not against them. The systems we design read your data, structure it and feed it back to the tools you already run, including your CMMS, ERP and quality software. They add a layer of understanding and steering on top, and go further where those tools stop, but there is no forced migration and no change of habit for your teams. You keep your environment; we make it more useful.

Usually the one where the pain is sharpest and the data is already there. For many industrial groups, that is maintenance intelligence, because inspection reports and CMMS history exist but are not consolidated. Quality and compliance is a strong starting point when an IFS, BRCGS or GMP audit is approaching. Assets 4.0 helps you scope the first field in a short exchange, based on your documents and your priorities, then builds on the same data for the fields that follow.

Not by default. Assets 4.0 designs systems so your data stays with you, and processing can run locally, on your own machine or your network, depending on the project. The right setup is decided with you, according to your security constraints and your IT policy. We do not impose a cloud dependency, and sensitive documents do not have to leave your environment for the system to work.

No. The systems Assets 4.0 builds gather, structure and highlight information; they prepare the decision. The technical judgement and its validation stay with your teams and your experts. Critical findings are confirmed by a human, and every result keeps a link to the source it came from, so it can be checked. The aim is to give your people better material to decide with, not to replace their judgement.

The material you already produce: PDF and scanned reports, spreadsheets, exports from your CMMS or ERP, and files in your document stores such as SharePoint, OneDrive or shared drives. Assets 4.0 calibrates each system on your real documents, so a new format is learned from your actual files rather than interpreted at random. If your reports have a specific structure or vocabulary, that is exactly what we tune the system to read.

The systems are built to extract what is written, not to fill gaps with invention. When a piece of information is missing from a document, it is flagged as missing rather than guessed. Because every result stays linked to its source, you can trace any value back to the report it came from. This is a deliberate design choice: in regulated industry, a traceable gap is far safer than a confident but unfounded answer.

It depends on the field and the state of your data, but the approach is designed for early, visible progress. As soon as a first batch of documents is available, Assets 4.0 can produce a first usable output, such as a per-asset summary or a consolidated set of non-conformities. From there, the system is extended step by step, field by field and site by site, without interrupting your operations. You see value on real documents before committing to a wider rollout.

Yes. The custom systems Assets 4.0 develops for you are yours. They are built on your data, tuned to your processes, and can run in your environment. You are not locked into a platform you cannot leave: the tools we develop belong to you, and the way they work is transparent to your teams. Ownership and control staying on your side is a core principle of how we engage.

Assets 4.0 focuses on regulated manufacturing: food, pharmaceutical and medical. These are environments where equipment integrity, traceability and availability are critical, and where documents and standards accumulate fast. The four fields, maintenance, quality and compliance, operations and engineering, all apply there. If your context sits close to these sectors and shares the same constraints, the same method usually transfers. The best way to check is to tell us about your data.