Reduces
machine
downtime

Simplifies
industrial
maintenance
with intelligent
management of your
documentation

Reduces machine downtime

Simplify industrial maintenance
with intelligent management
of your documentation

Reduces machine
machine downtime

Simplify industrial maintenance
with intelligent management
of your documentation

Every minute counts

In industry, on average
unplanned stoppages cost up to

Per hour


helps you reduce these costs
by making your technical documentation
accessible, intelligent and intuitive

Every minute counts

In industry, on average
unplanned stoppages cost up to

Per hour


helps you reduce these costs
by making your technical documentation
accessible, intelligent and intuitive

Optimize
your maintenance operations
with

Unity Forge is designed to meet
the specific challenges of various industrial sectors.

 

The 5 major challenges
of maintenance

1

Extended
downtime

2

Shortage
of labour

3

Lack of
efficiency
of maintenance

4

Difficult access
to technical
documention

5

Growing
complexity
of industrial
machines

Here’s how our solution
is transforming maintenance in several key areas.

Automotive sector

Challenges facing the sector:

• High downtime: On average, 29 hours of unplanned machine downtime per site per month.

• High costs: An average hourly cost of machine downtime of 1082,592$, representing an average annual cost of 377,28M$ per site.

Solution provided by Unity Forge :

Reduced search time: By almost completely eliminating the 30-minute search in the documentation when a breakdown occurs.

Instant access to documentation: Technicians have immediate access to the information they need via Unity Forge, which is integrated into the CMMS.

Concrete results: With Unity Forge, the average annual cost per site has been reduced to 208,32 million$, representing a productivity gain of 45%.

Specific use case:

When an alert occurs on a machine, Unity Forge automatically provides procedures to follow, enabling operators to resolve problems more quickly and get production lines back up and running without delay.

Heavy industry

Challenges facing the sector:

• Complex equipment: Massive, complex machines requiring precise maintenance.

• High shutdown costs: With an average hourly cost of 151,1136$, machine shutdowns result in average annual costs of 56,64 million$ per site.

Solution provided by Unity Forge :

• Access to comprehensive knowledge: Efficient management of various technical documents, including electrical and mechanical drawings.

• Reduced downtime: By providing the necessary information quickly, Unity Forge helps to reduce intervention time.

• Concrete results: Average annual cost per site reduced to 32.304M$, representing a 43% productivity gain.

Specific use case:

In the event of a breakdown, a technician can access detailed plans and specific instructions via Unity Forge, making it easier to diagnose and repair complex machines.

Consumer Products

Challenges facing the sector:

• Continuous demand: The need to maintain uninterrupted production to meet consumer expectations.

• Costly downtime: An average of 25 hours of unplanned machine downtime per site per month, with an average hourly cost of 19 008$.

Solution provided by Unity Forge :

• Increased efficiency: Reduced documentation search time, allowing operators to concentrate on troubleshooting.

• Multimodal document management: Easier access to diagrams, tables and instructions, even for less experienced operators.

• Concrete results: Average annual cost per site reduced from 5,76M$ to 3,744M$, representing a 35% productivity gain.

Specific use case:

A new technician can use Unity Forge to receive step-by-step guidance during an intervention, reducing errors and speeding up the time it takes to get equipment back into service.

Oil & Gas

Sector challenges:

• Critical environments: Operations often in difficult conditions where shutdowns are particularly costly.

• Very high hourly costs: An average hourly cost of machine stoppages of 177,312$, with average annual costs of 67,2M$ per site.

Solution provided by Unity Forge :

• Optimisation of interventions: Significant reduction in time spent searching for information, crucial in environments where every minute counts.

• Seamless integration: Unity Forge integrates with existing systems, avoiding additional disruption.

• Concrete results: Average annual cost per site reduced to 38.112M$, representing a 43% productivity gain.

Specific use case:

In the event of a breakdown on an offshore platform, Unity Forge gives maintenance teams instant access to safety and repair procedures, minimising risks and costs.

Did you know?

On average, Fortune Global 500 sites
lose 27 hours per site per month
due to unforeseen breakdowns,
with an average cost
of 489 600$ per hour of downtime,
resulting in a worldwide loss
of 794,88 billion$ per year.

Optimize
your maintenance operations
with

 

Unity Forge is designed to meet
the specific challenges of various industrial sectors.

 

The 5 major challenges
of maintenance

1

Extended
downtime

3

Lack of
efficiency
of maintenance

2

Shortage
of labour

4

Difficult access
to technical
documention

5

Growing
complexity
of industrial
machines

Here’s how our solution
is transforming maintenance in several key areas.

Automotive sector

Challenges facing the sector:

• High downtime: On average, 29 hours of unplanned machine downtime per site per month.

• High costs: An average hourly cost of machine downtime of 1082,592$, representing an average annual cost of 377,28M$ per site.

Solution provided by Unity Forge :

Reduced search time: By almost completely eliminating the 30-minute search in the documentation when a breakdown occurs.

Instant access to documentation: Technicians have immediate access to the information they need via Unity Forge, which is integrated into the CMMS.

Concrete results: With Unity Forge, the average annual cost per site has been reduced to 208,32 million$, representing a productivity gain of 45%.

Specific use case:

When an alert occurs on a machine, Unity Forge automatically provides procedures to follow, enabling operators to resolve problems more quickly and get production lines back up and running without delay.

Heavy industry

Challenges facing the sector:

• Complex equipment: Massive, complex machines requiring precise maintenance.

• High shutdown costs: With an average hourly cost of 151,1136$, machine shutdowns result in average annual costs of 56,64 million$ per site.

Solution provided by Unity Forge :

• Access to comprehensive knowledge: Efficient management of various technical documents, including electrical and mechanical drawings.

• Reduced downtime: By providing the necessary information quickly, Unity Forge helps to reduce intervention time.

• Concrete results: Average annual cost per site reduced to 32.304M$, representing a 43% productivity gain.

Specific use case:

In the event of a breakdown, a technician can access detailed plans and specific instructions via Unity Forge, making it easier to diagnose and repair complex machines.

Consumer Products

Challenges facing the sector:

• Continuous demand: The need to maintain uninterrupted production to meet consumer expectations.

• Costly downtime: An average of 25 hours of unplanned machine downtime per site per month, with an average hourly cost of 19 008$.

Solution provided by Unity Forge :

• Increased efficiency: Reduced documentation search time, allowing operators to concentrate on troubleshooting.

• Multimodal document management: Easier access to diagrams, tables and instructions, even for less experienced operators.

• Concrete results: Average annual cost per site reduced from 5,76M$ to 3,744M$, representing a 35% productivity gain.

Specific use case:

A new technician can use Unity Forge to receive step-by-step guidance during an intervention, reducing errors and speeding up the time it takes to get equipment back into service.

Oil & Gas

Sector challenges:

• Critical environments: Operations often in difficult conditions where shutdowns are particularly costly.

• Very high hourly costs: An average hourly cost of machine stoppages of 177,312$, with average annual costs of 67,2M$ per site.

Solution provided by Unity Forge :

• Optimisation of interventions: Significant reduction in time spent searching for information, crucial in environments where every minute counts.

• Seamless integration: Unity Forge integrates with existing systems, avoiding additional disruption.

• Concrete results: Average annual cost per site reduced to 38.112M$, representing a 43% productivity gain.

Specific use case:

In the event of a breakdown on an offshore platform, Unity Forge gives maintenance teams instant access to safety and repair procedures, minimising risks and costs.

Did you know?

On average, Fortune Global 500 sites
lose 27 hours per site per month
due to unforeseen breakdowns,
with an average cost
of 489 600$ per hour of downtime,
resulting in a worldwide loss
of 794,88 billion$ per year.

Optimize
your maintenance operations
with

Unity Forge is designed to meet
the specific challenges of various industrial sectors.

 

The 5 major challenges
of maintenance

1

Extended
downtime

3

Lack of
efficiency
of maintenance

2

Shortage
of labour

4

Difficult access
to technical
documention

5

Growing
complexity
of industrial
machines

Here’s how our solution
is transforming maintenance in several key areas.

Automotive sector

Challenges facing the sector:

• High downtime: On average, 29 hours of unplanned machine downtime per site per month.

• High costs: An average hourly cost of machine downtime of 1082,592$, representing an average annual cost of 377,28M$ per site.

Solution provided by Unity Forge :

Reduced search time: By almost completely eliminating the 30-minute search in the documentation when a breakdown occurs.

Instant access to documentation: Technicians have immediate access to the information they need via Unity Forge, which is integrated into the CMMS.

Concrete results: With Unity Forge, the average annual cost per site has been reduced to 208,32 million$, representing a productivity gain of 45%.

Specific use case:

When an alert occurs on a machine, Unity Forge automatically provides procedures to follow, enabling operators to resolve problems more quickly and get production lines back up and running without delay.

Heavy industry

Challenges facing the sector:

• Complex equipment: Massive, complex machines requiring precise maintenance.

• High shutdown costs: With an average hourly cost of 151,1136$, machine shutdowns result in average annual costs of 56,64 million$ per site.

Solution provided by Unity Forge :

• Access to comprehensive knowledge: Efficient management of various technical documents, including electrical and mechanical drawings.

• Reduced downtime: By providing the necessary information quickly, Unity Forge helps to reduce intervention time.

• Concrete results: Average annual cost per site reduced to 32.304M$, representing a 43% productivity gain.

Specific use case:

In the event of a breakdown, a technician can access detailed plans and specific instructions via Unity Forge, making it easier to diagnose and repair complex machines.

Consumer Products

Challenges facing the sector:

• Continuous demand: The need to maintain uninterrupted production to meet consumer expectations.

• Costly downtime: An average of 25 hours of unplanned machine downtime per site per month, with an average hourly cost of 19 008$.

Solution provided by Unity Forge :

• Increased efficiency: Reduced documentation search time, allowing operators to concentrate on troubleshooting.

• Multimodal document management: Easier access to diagrams, tables and instructions, even for less experienced operators.

• Concrete results: Average annual cost per site reduced from 5,76M$ to 3,744M$, representing a 35% productivity gain.

Specific use case:

A new technician can use Unity Forge to receive step-by-step guidance during an intervention, reducing errors and speeding up the time it takes to get equipment back into service.

Oil & Gas

Sector challenges:

• Critical environments: Operations often in difficult conditions where shutdowns are particularly costly.

• Very high hourly costs: An average hourly cost of machine stoppages of 177,312$, with average annual costs of 67,2M$ per site.

Solution provided by Unity Forge :

• Optimisation of interventions: Significant reduction in time spent searching for information, crucial in environments where every minute counts.

• Seamless integration: Unity Forge integrates with existing systems, avoiding additional disruption.

• Concrete results: Average annual cost per site reduced to 38.112M$, representing a 43% productivity gain.

Specific use case:

In the event of a breakdown on an offshore platform, Unity Forge gives maintenance teams instant access to safety and repair procedures, minimising risks and costs.

Did you know?

On average, Fortune Global 500 sites
lose 27 hours per site per month
due to unforeseen breakdowns,
with an average cost
of 489 600$ per hour of downtime,
resulting in a worldwide loss
of 794,88 billion$ per year.

Overall maintenance time
due to machine downtime

%

of time
for searching
for information

%

of time
for intervention
on machines

  • 50% 50%

with

%

productivity
gain

%

of time
for searching
for information

%

of time
for intervention
on machines

  • 90% 90%
  • 100% 100%

Overall maintenance time
due to machine downtime

%

of time
for searching
for information

%

of time
for intervention
on machines

  • 50% 50%

with

%

productivity
gain

 

%

of time
for searching
for information

%

of time
for intervention
on machines

  • 90% 90%
  • 100% 100%

Transform
your maintenance operations
with

Unity Forge helps you reduce downtime,
improve intervention efficiency,
and maximize the reliability of your industrial equipment.
Here are the measurable benefits of our solution.

Measurable return on investment

Unity Forge has a direct impact
on the performance of your industrial sites

Up to 90 %
reduction
in search time

Search time
accounts for 50%
of unplanned
downtime.
By drastically reducing
this time,
Unity Forge accelerates
recovery.

Optimization
of downtime
costs

Every minute saved
reduces
the colossal costs
associated with
downtime,
especially in
in critical sectors
such as automotive
or heavy industry.

Improvement
in the precisions
of interventions

Reduce
human error
thanks to clear
contextualized information.

Transform
your maintenance operations
with

Unity Forge helps you reduce downtime,
improve intervention efficiency,
and maximize the reliability of your industrial equipment.
Here are the measurable benefits of our solution.

Measurable return
on investment

Unity Forge has a direct impact
on the performance of your industrial sites

Up to 90 %
reduction
in search time

Search time
accounts for 50%
of unplanned downtime.
By drastically
reducing this time,
Unity Forge
accelerates recovery.

Optimization
of downtime
costs

Every minute saved reduces
the colossal costs
associated with downtime,
especially in in critical sectors
such as automotive
or heavy industry.

Improvement
in the precisions
of interventions

Reduce human error
thanks to clear
contextualized information.

Transform
your maintenance operations
with

Unity Forge helps you reduce downtime,
improve intervention efficiency,
and maximize the reliability of your industrial equipment.
Here are the measurable benefits of our solution.

Measurable return
on investment

Unity Forge has a direct impact
on the performance of your industrial sites

Up to 90 %
reduction
in search time

Search time
accounts for 50%
of unplanned downtime.
By drastically
reducing this time,
Unity Forge
accelerates recovery.

Optimization
of downtime
costs

Every minute saved reduces
the colossal costs
associated with downtime,
especially in in critical sectors
such as automotive
or heavy industry.

Improvement
in the precisions
of interventions

Reduce
human error
thanks to clear
contextualized
information.

Simplify
industrial maintenance

Unity Forge is an AI platform designed to address
the major challenges of industrial maintenance:
reducing downtime, improving access to information
and optimize interventions.

Simplify
industrial maintenance

Unity Forge is an AI platform
designed to address
the major challenges of industrial maintenance:
reducing downtime,
improving access to information
and optimize interventions.

 

An AI
dedicated to industry

Industry-specific

Unity Forge is based on a language model specifically designed to understand the terminology, processes and requirements of your industry.

Ergonomics and performance

The solution is designed to provide precise answers to the real needs of operators and technical teams.

AI that knows your machines
at your fingertips

In-depth knowledge

Unity Forge draws on all your machine documentation, whether it comes from your teams or your suppliers.

Learning in the field

Every internal note, operational tip or feedback is exploited to provide highly relevant assistance.

Customized support

The solution adapts to the specific features of your equipment, guaranteeing precise diagnostics and optimum support.

An AI
dedicated to industry

Industry-specific

Unity Forge is based on a language model specifically designed to understand the terminology, processes and requirements of your industry.

Ergonomics and performance

The solution is designed to provide precise answers to the real needs of operators and technical teams.

AI that knows your machines
at your fingertips

In-depth knowledge

Unity Forge draws on all your machine documentation, whether it comes from your teams or your suppliers.

Learning in the field

Every internal note, operational tip or feedback is exploited to provide highly relevant assistance.

Customized support

The solution adapts to the specific features of your equipment, guaranteeing precise diagnostics and optimum support.

An AI
dedicated to industry

Industry-specific

Unity Forge is based on a language model specifically designed to understand the terminology, processes and requirements of your industry.

Ergonomics and performance

The solution is designed to provide precise answers to the real needs of operators and technical teams.

AI that knows your machines
at your fingertips

In-depth knowledge

Unity Forge draws on all your machine documentation, whether it comes from your teams or your suppliers.

Learning in the field

Every internal note, operational tip or feedback is exploited to provide highly relevant assistance.

Customized support

The solution adapts to the specific features of your equipment, guaranteeing precise diagnostics and optimum support.

Problems solved

 

Extended downtime

Significantly reduce
downtime thanks to
rapid access to critical data.

 

Shortage of manpower

Provide intelligent support
for your operators,
even inexperienced operators.

 

Complex documentation

Centralize your technical documents,
whatever their format
(diagrams, plans, videos).

Problems solved

 

Extended downtime

Significantly reduce
downtime thanks to
rapid access to critical data.

 

 

Shortage of manpower

Provide intelligent support
for your operators,
even inexperienced operators.

 

 

Complex documentation

Centralize your technical documents,
whatever their format
(diagrams, plans, videos).

 

Key features

 

Instant
access

Smart search
and contextual search
to quickly locate
essential information.

 

Unified management
of multimodal document

Seamless integration
of text files,
3D schematics, electrical
mechanical drawings.

 

Seamless
integration

Full compatibility
with your existing systems
(CMMS, ERP).

 

Advanced
diagnostics

Rapid fault analysis
based on available data
and historical data.

 

Proactive
recommendation

Anticipate problems
with suggestions
based on collected data.

Key features

 

Instant
access

Smart search
and contextual search
to quickly locate
essential information.

 

 

Unified management
of multimodal document

Seamless integration
of text files,
3D schematics, electrical
mechanical drawings.

 

 

Seamless
integration

Full compatibility
with your existing systems
(CMMS, ERP).

 

 

Advanced
diagnostics

Rapid fault analysis
based on available data
and historical data.

 

 

Proactive
recommendation

Anticipate problems
with suggestions
based on collected data.

 

Key features

 

Instant
access

Smart search
and contextual search
to quickly locate
essential information.

 

 

Unified management
of multimodal document

Seamless integration
of text files,
3D schematics, electrical
mechanical drawings.

 

 

Seamless
integration

Full compatibility
with your existing systems
(CMMS, ERP).

 

 

Advanced
diagnostics

Rapid fault analysis
based on available data
and historical data.

 

 

Proactive
recommendation

Anticipate problems
with suggestions
based on collected data.

 

 

A solution
designed for industry

 

Confidentiality and security

Secure hosting in a private cloud
or directly at the customer’s site
for total control.

 

Continuous evolution

Unity Forge is constantly improving
thanks to user feedback
and data collected in the field.

A solution
designed for industry

 

Confidentiality and security

Secure hosting in a private cloud
or directly at the customer’s site
for total control.

 

 

Continuous evolution

Unity Forge is constantly improving
thanks to user feedback
and data collected in the field.

 

Significant sector benefits

Automotive

Reduce
in average annual
per site from
377,28M$ to 208,32M$,
a productivity gain
of

%

Consumer
Products

Reduce
in average annual
per site from
5,76M$ to 3,744M$,
a productivity gain
of

%

Heavy
industry

Reduce
in average annual
per site from
56,64M$ to 32,304M$,
a productivity gain
of

%

Oil
& Gas

Reduce
in average annual
per site from
67,2M$ to 38,112M$,
a productivity gain
of

%

Significant sector benefits

Automotive

Reduce
in average annual
per site from
377,28M$ to 208,32M$,
a productivity gain
of

%

Consumer
Products

Reduce
in average annual
per site from
5,76M$ to 3,744M$,
a productivity gain
of

%

Heavy
industry

Reduce
in average annual
per site from
56,64M$ to 32,304M$,
a productivity gain
of

%

Oil
& Gas

Reduce
in average annual
per site from
67,2M$ to 38,112M$,
a productivity gain
of

%

Significant sector benefits

Automotive

Reduce
in average annual
per site from
377,28M$ to 208,32M$,
a productivity gain
of

%

Consumer
Products

Reduce
in average annual
per site from
5,76M$ to 3,744M$,
a productivity gain
of

%

Heavy
industry

Reduce
in average annual
per site from
56,64M$ to 32,304M$,
a productivity gain
of

%

Oil
& Gas

Reduce
in average annual
per site from
67,2M$ to 38,112M$,
a productivity gain
of

%

A solution designed for the future

Unity Forge not only meets your immediate needs,
but also supports your transition to enhanced maintenance.

Automatic
scalability

The solution improves
continuously
thanks to the data collected
and user feedback.

Lower
training costs

Thanks to intelligent support,
even inexperienced operators
can operate efficiently
without the need
for time-consuming training.

Continuous
improvement

Diagnoses
and recommendations
become more precise
over time,
adapting to the specifics
of your operations.

Invest in the future
of your industrial maintenance
with

A solution designed
for the future

Unity Forge not only meets your immediate needs,
but also supports your transition
to enhanced maintenance.

Automatic
scalability

The solution improves continuously
thanks to the data collected
and user feedback.

Lower
training costs

Thanks to intelligent support,
even inexperienced operators
can operate efficiently
without the need
for time-consuming training.

Continuous
improvement

Diagnoses
and recommendations
become more precise over time,
adapting to the specifics
of your operations.

Invest in the future
of your industrial maintenance
with

A solution designed
for the future

Unity Forge not only meets
your immediate needs,
but also supports your transition
to enhanced maintenance.

Automatic
scalability

The solution improves
continuously
thanks to the data collected
and user feedback.

Lower
training costs

Thanks to intelligent support,
even inexperienced operators
can operate efficiently
without the need
for time-consuming training.

Continuous
improvement

Diagnoses
and recommendations
become more precise over time,
adapting to the specifics
of your operations.

Invest in the future
of your industrial maintenance
with

Why

 

reinvents industrial assistance
thanks to its unique architecture

The diagram below illustrates the architecture of Unity Forge
and highlights the fundamental differences
with the direct use of general-purpose language models
such as ChatGPT or other solutions on the market.

What makes

unique:

1

Specialized LLM
for industry

Unlike general-purpose models, Unity Forge is based on an LLM (Large Language Model) finetuned with industry-specific data. This enables it to understand the technical vocabulary, the industrial environment, and the precise needs of operators and machines.

2

Data base
enriched by each customer

Unity Forge doesn’t just respond. It feeds directly from technical documentation and proprietary data specific to each customer, guaranteeing answers perfectly adapted to the industrial context.

3

High-performance specialized models

Unity Forge also uses task-specific language models (SLMs). These models, though small in scope, excel in their field of expertise, ensuring precision and efficiency.

4

Confidence assessment for reliable answers

In industry, decisions are based on reliable data. Unity Forge systematically evaluates the uncertainty of generated answers. Only answers with a high level of confidence are selected and presented to the user.

5

Agentic
architecture driven
by an orchestrator

At the heart of the system, an intelligent orchestrator breaks down each request, whether it comes from a user or a machine. It identifies the bricks (LLM, SLM, RAG, etc.) most relevant to processing the request, then recomposes a tailor-made response adapted to the user’s expectations.

1

Specialized LLM for industry

Unlike general-purpose models, Unity Forge is based on an LLM (Large Language Model) finetuned with industry-specific data. This enables it to understand the technical vocabulary, the industrial environment, and the precise needs of operators and machines.

2

Data base enriched by each customer

Unity Forge doesn’t just respond. It feeds directly from technical documentation and proprietary data specific to each customer, guaranteeing answers perfectly adapted to the industrial context.

3

High-performance specialized models

Unity Forge also uses task-specific language models (SLMs). These models, though small in scope, excel in their field of expertise, ensuring precision and efficiency.

4

Confidence assessment for reliable answers

In industry, decisions are based on reliable data. Unity Forge systematically evaluates the uncertainty of generated answers. Only answers with a high level of confidence are selected and presented to the user.

5

Agentic architecture driven by an orchestrator

At the heart of the system, an intelligent orchestrator breaks down each request, whether it comes from a user or a machine. It identifies the bricks (LLM, SLM, RAG, etc.) most relevant to processing the request, then recomposes a tailor-made response adapted to the user’s expectations.

 

Why

outperforms general-purpose solutions

The direct use of generalist models, while useful for simple cases, cannot compete with the relevance, specialization and reliability offered by Unity Forge in complex industrial environments.

With Unity Forge, industrial companies have at their disposal a tool capable of transforming operations management by offering precise, tailored and reliable responses, where every interaction is optimized to boost productivity and reduce errors.

Watch

in action

Omundu Unity Forge: AI-powered Industrial Maintenance

Invest in the future
of industrial maintenance

Example of maintenance
Optimization
in a machine tool production plant

Context

 

A machine tool manufacturer regularly encounters breakdowns or maintenance needs on its complex equipment, made up of multiple mechanical, electrical and embedded software systems. Technicians often need to dig through extensive maintenance manuals, electrical schematics or instructional videos to diagnose problems and find solutions. This is time-consuming and increases the risk of human error.

How Unity Forge works

Integration of technical documents

All technical manuals, schematics, training videos and maintenance documents are indexed in Unity Forge. This includes text files, images of technical drawings, and tutorial videos.

Immediate access to relevant documentation

In response, Unity Forge analyzes the question and searches the documentation for the exact section dealing with the problem. It points directly to the part of the manual that explains how to resolve error E23, and displays an instructional video if available.

Fast, targeted search

Whether it’s a technician asking a question in natural language, such as “How do I reset the hydraulic system on machine X following an E23 error?”, or an alarm emitted automatically by the machine, Unity Forge analyzes the request and immediately provides targeted assistance.

Proactive recommendation

In addition to providing repair steps, Unity Forge also suggests a check of other components related to the hydraulic system, based on previous maintenance data.

A strategic partner
for tomorrow’s industry

Cleia is a major player in the design and realization of customized, turnkey solutions for industry. With its engineering expertise and innovation-driven approach, Cleia supports its customers in transforming their production tools to make them more efficient, agile and resilient.

In close collaboration with Cleia, Omundu has developed integrated technological solutions, such as Unity Forge, which enhances the cleiaOS platform. This partnership is based on a shared vision: to revolutionize industry with intelligent, ergonomic and value-creating digital tools.

About us


20 years of industrial expertise

With 20 years’ experience in the manufacturing and aeronautics industries, Omundu is a key player in the integration of artificial intelligence for industrial maintenance. We understand the specific challenges faced by industrial companies, whether it’s reducing downtime, improving the efficiency of interventions or simplifying access to complex information.

Our team, driven by a culture of innovation and pragmatism, strives to offer tailor-made solutions that integrate seamlessly with existing processes.

With Omundu, artificial intelligence becomes an accessible lever for transforming your operations and meeting the industrial challenges of today and tomorrow.

Our mission

At Omundu, we strive to be the AI highest performer partner of industrial clients.

At Omundu, we firmly believe that artificial intelligence, in its current and accessible form, can bring tangible and immediate benefits to industry. Contrary to the fantasized image of AI conveyed by literature or the media, we harness the power of what we call “simple AI”: AI capable of reading, writing, understanding and processing information quickly and intelligently.

Immediate access
to essential technical documents.

Reduced search times.

Simplify complex diagnostics.

Our vision

We power a world where every document & machine talk – transforming industry, protecting the planet, and empowering people. We reinvent maintenance for the AI Era.


undertakes to:

 

Protect
your data

Our solutions are based on secure infrastructures, hosted in a private cloud or on your own servers, guaranteeing total control of your information.

 

Support
your teams

We offer ongoing support throughout the integration process, with a gradual build-up of your staff’s skills to ensure smooth, lasting adoption.

 

Innovate
with pragmatism

Every solution we develop is designed to meet concrete industrial needs, while maximizing the impact on your operations.

 

Encouraging continuous improvement

Our tools evolve thanks to user feedback and collected data, to keep pace with your requirements.

Our DNA

Our company name, Omundu, reflects deep values and a rich history. Inspired by the African philosophy Ubuntu, which means “Je suis parce que nous sommes”, Omundu embodies the importance of community, mutual support and shared humanity. This vision is reflected in our collaborative approach and our commitment to advancing the industry collectively.

The name Omundu also evokes “Le Monde” (The World), a nod to the international background of our founder, Vincent Lemonde, and his ambition to provide global and inclusive solutions. This dual heritage symbolizes our mission: to build bridges between technological innovation and human values, always keeping in mind a global perspective.

Our Logo:
Strong symbolism

 

The Omundu logo is inspired by the Adinkra symbol “Sankofa”, which means “to look back in order to go forward”. Traditionally represented by a bird looking back, this symbol expresses the importance of learning from the past to build a better future.

Reinterpreted by The Big Yellow Dog, in particular Pascal Colnel, this symbol has been adapted with an industrial touch to reflect our business sector. It perfectly embodies our approach: drawing on past experience to innovate and build a future where industrial performance and human values coexist harmoniously.

Our values:
Humanity at the heart of innovation

Omundu‘s values form the cornerstone
of our actions and strategic decisions

High Performance

We do one thing exceptionally well:
build the best AI-powered industrial
maintenance platform
to help our clients boost performance
and embrace the new AI era.

Innovation

We believe in technology that simplifies
and improves processes without unnecessary complexity.
We build open systems that benefit both
our clients and society.

Relocation

We enable industries to build locally.

Commitment & Diversity

Inspired by Ubuntu, we place people
at the heart of our mission.
Progress is a collective effort,
and we value the diversity of talent
needed to meet industrial challenges.

No Bullshit

We are the AI trusted partner.
If we know something, we say it.
Otherwise, we say we don’t know.
We want to be a trusted partner.

Sustainability & Privacy

We have a responsibility to build a sustainable future,
leaving no trace and no one behind.
Our users’ data belongs to them
– we respect and protect it.

Redistribution

We fund important causes such as cancer research,
brain disease research, environmental initiatives,
and poverty reduction.

Source
(Bio/Medicine)

We offer technology to make progress
in the medical fields.

At Omundu,
innovation is much more
than a tool,
it’s a means to building
a sustainable and inclusive future
for the industry.

Our values:
humanity
at the heart of innovation

Omundu‘s values form the cornerstone
of our actions and strategic decisions

High Performance

We do one thing exceptionally well:
build the best AI-powered industrial
maintenance platform
to help our clients boost performance
and embrace the new AI era.

Innovation

We believe in technology that simplifies
and improves processes
without unnecessary complexity.
We build open systems that benefit both
our clients and society.

Relocation

We enable industries to build locally.

Commitment
& Diversity

Inspired by Ubuntu, we place people
at the heart of our mission.
Progress is a collective effort,
and we value the diversity of talent
needed to meet industrial challenges.

No Bullshit

We are the AI trusted partner.
If we know something, we say it.
Otherwise, we say we don’t know.
We want to be a trusted partner.

Sustainability
& Privacy

We have a responsibility to build a sustainable future,
leaving no trace and no one behind.
Our users’ data belongs to them
– we respect and protect it.

Redistribution

We fund important causes such as cancer research,
brain disease research, environmental initiatives,
and poverty reduction.

Source
(Bio/Medicine)

We offer technology to make progress
in the medical fields.

At Omundu,
innovation is much more
than a tool,
it’s a means to building
a sustainable
and inclusive future
for the industry.

Our values:
Humanity
at the heart of innovation

Omundu‘s values form the cornerstone
of our actions and strategic decisions

High Performance

We do one thing exceptionally well:
build the best AI-powered industrial
maintenance platform
to help our clients boost performance
and embrace the new AI era.

Innovation

We believe in technology that simplifies
and improves processes
without unnecessary complexity.
We build open systems that benefit both
our clients and society.

Relocation

We enable industries to build locally.

Commitment
& Diversity

Inspired by Ubuntu, we place people
at the heart of our mission.
Progress is a collective effort,
and we value the diversity of talent
needed to meet industrial challenges.

No Bullshit

We are the AI trusted partner.
If we know something, we say it.
Otherwise, we say we don’t know.
We want to be a trusted partner.

Sustainability
& Privacy

We have a responsibility to build
a sustainable future,
leaving no trace and no one behind.
Our users’ data belongs to them
– we respect and protect it.

Redistribution

We fund important causes
such as cancer research,
brain disease research,
environmental initiatives,
and poverty reduction.

Source
(Bio/Medicine)

We offer technology to make progress
in the medical fields.

At Omundu,
innovation
is much more
than a tool,
it’s a means
to building
a sustainable
and inclusive future
for the industry.

Team

Vincent Lemonde

CEO

Xavier Vaucois

COO

Mehdi Hennequin

CTO

Discover today
how Unity Forge can transform
your maintenance operations

contact Form

Contact

Omundu Canada

Canada

+1 438 270 66 47

canada@omundu.ai

Omundu France

France

+33 975 264 524

france@omundu.ai

Contact

Omundu Canada

Canada

+1 438 270 66 47

canada@omundu.ai

Omundu France

France

+33 975 264 524

france@omundu.ai

News

Omundu is delighted to welcome Ryma Dahmane
A busy day at Omundu!
Have the opportunity to exchange views directly with the European Commission...

Today marks a turning point for Omundu!
Good news for our customers and partners!

Awareness!

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Global Industrie opens its doors in Lyon!
Omundu shares its AI expertise at the Japan-France Workshop on Computing Technologies
Omundu is part of the 2025 mapping of French AI startups

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