Industrial process site

About Assets 4.0

Industrial AI, from opportunity to a system in production.

Assets 4.0 is an engineering company specialised in artificial intelligence for industry. We help industrial companies identify the right opportunities, then design, develop and deploy the systems and software that make them real.

AI opportunity audits · Custom systems · Industrial software

What Assets 4.0 is

One expertise, from the decision to the operational system.

Service

AI opportunity audit

Know where to invest before you build.

We analyse processes, data and operational constraints to identify genuinely relevant AI use cases, assess their feasibility, estimate their value and build a prioritised roadmap.

The opportunity audit

Service

Custom AI systems

Turn an industrial need into a system that gets used.

We design and deploy business applications, decision-support systems, automations and AI architectures integrated with existing tools, data and processes.

Custom system design

Product

Industrial software

Turn recurring problems into products.

Assets 4.0 also develops its own software to address industrial needs identified in the field, notably around maintenance, inspection, asset integrity and data exploitation.

Our software

Why industry

Building for industry means understanding what really happens on the ground.

A relevant solution does not start with an AI model. It starts with the industrial process it has to improve.

Maintenance, inspection, quality, equipment integrity, technical operations or documentation: each involves constraints of availability, traceability, safety, integration and adoption. We start from these constraints before choosing the technology.

Maintenance & reliability Inspection & Asset Integrity Quality & compliance Industrial operations Data & documentation

Our approach

We go all the way to the system in production.

1UnderstandProcess, users, constraints
2AssessValue, data, feasibility, risks
3DesignArchitecture, UX, integration, AI
4DeployTesting, production, security, adoption
5EvolveMeasurement, improvement, new uses

The deliverable may be a decision not to build, a roadmap, a validated prototype or a complete system in production. Technology is not the goal: the operational result is.

Systems & software

Systems built from real industrial problems.

Asset Integrity

Turn years of inspections into decision-making data.

History per asset, degradation tracking, AI analysis, mapping, planning and audit preparation.

Discover Integrity Loop

Local industrial AI

Give access to AI where data cannot leave the site.

Local processing, document search, business analysis and team assistance.

Custom system design

Custom business applications

Remove the breaks between the field, the data and existing systems.

Inspection, field capture, document generation, analysis and integration with business tools.

Business applications

Industries

Industrial environments where data, quality and availability are critical.

  • Food & beverage
  • Pharmaceutical & biotechnology
  • Medical devices
  • Process & manufacturing industries

We also work on similar challenges in chemicals, industrial equipment, metalworking, packaging and other production environments.

Adama Camara, founder of Assets 4.0

The founder

A company born on the industrial floor.

Adama Camara, founder

Assets 4.0 was founded by Adama Camara after several years spent in the field, with plants, maintenance, quality, inspection and engineering teams and technical management, in France and internationally.

That experience is the origin of our approach: start from the industrial problem, understand the real constraints, and introduce AI only when it genuinely improves the process.

Security & architecture

Architectures suited to industrial constraints.

Local, private infrastructure or cloud: the architecture is chosen according to the data, the sensitivity level, existing systems and site constraints.

Security, traceability, governance and compliance are built into the project when the use case requires it.

You have identified an industrial problem. Let’s see whether AI is really the right answer.

An AI opportunity audit, a custom system, or a look at our industrial software.

Talk about your project

Written by Adama Camara, founder · Page published on 24 July 2026 · Updated on