Trustworthy AI

Solution Trustworthy AI

When using AI models in environments where compliance standards are important, Mosaic Factor can help your company be on top of data governance by applying trustworthy AI solutions.

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Synthetic Data

Solution Synthetic Data

Synthetic data is artificial data generated from original data using a model trained to reproduce its characteristics and structure.

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Descriptive Models

Descriptive Models

Descriptive models aim to describe patterns, relationships, and structures within data. They don’t predict future outcomes but provide insights into existing phenomena.

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Predictive Models

Solution predictive models

Predictive modelling, also known as predictive analytics, is a discipline that uses statistical, mathematical and artificial intelligence techniques to predict future outcomes based on historical data.

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LLMs

Solution LLMS

At Mosaic Factor, we focus on the creation of domain specific LLMs (or light Large Language Models) for our client organisations.

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Digital Twins

solution digital twins

To allow your business to monitor and optimise your assets in real-time Mosaic Factor uses Digital Twins. They can predict failures, detect inefficiencies, and improve decision-making through the use of data.

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Data Enhanced Products

Data Enhanced Products

Through different data sources (ie. physical tests) and ML models and usually in combination with our digital twin solutions (link), our data enhancement solution can learn, predict, and simulate outcomes to provide automatic product configurations that result in product and component improvement during the development process.

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Data As a Service Products

Data As a Service Products

Data as a Service (DaaS) is a cloud-based model that allows companies to access, manage, and analyse data on demand, without the need for extensive on-premise infrastructure.

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Predictive Maintenance

For Predictive maintenance models, we use historical and real-time data to anticipate equipment failures or maintenance needs. By analysing sensor data, maintenance logs, and other relevant information, we can schedule maintenance proactively, reduce downtime, and extend the lifespan of your machinery.

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Demand Cost Forecasting

Solution predictive models

Our predictive models help businesses forecast demand for products or services. By analysing historical sales data, seasonality, economic factors, and external events we can optimise inventory levels, allocate resources efficiently, and minimise overstock or stockouts.

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Quality Analytics

Solution predictive models

We identify patterns that correlate with defects or quality issues, allowing your business to take corrective actions early and maintain high-quality standards.

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Inventory Management

Solution predictive models

We use predictive models to optimise inventory levels by considering factors such as lead time, demand variability, and storage costs.

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Supply Chain Management

Solution predictive models

We can use historical and real-time data analytics to manage the supply chain, optimise transportation and ensure on-time product delivery.

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Market Understanding

Solution descriptive models

Our descriptive AI models provide valuable insights for decision-making and understanding complex systems of your organisation.

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Pattern Exploration

Solution descriptive models

Our descriptive AI models provide valuable insights for decision-making and understanding complex systems of your organisation.

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Logistics

Logistics

Mosaic Factor’s higher priority in Logistics is sharing key data across different Supply Chain players to optimise performance while managing sustainability by mitigating the impact of these operations.

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Automotive

B:SM Tram Parquímetre

Mosaic Factor’s apply AI solutions in various aspects of the automotive industry, usually by enhancing vehicles and its components during its development.

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Mobility

Mobility

Mosaic Factor’s higher priority in Mobility is to optimise transport systems to people’s mobility while improving overall security and sustainability of transport solutions.

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Corporate Services

Corporate Services

Our machine learning and complex algorithms help organisations manage compliance and customer service to increase the service level of your organization while optimising resolution time for several processes.

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Manufacturing

Manufacturing

Mosaic Factor’s higher priority in Manufacturing is aid our clients decrease costs, increase sustainability while streamlining the production chain.

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Healthcare

Healthcare

Mosaic Factor’s higher priority in Healthcare is making use of data to improve patient care and monitoring in a safe manner to optimise healthcare systems resources and assisting healthcare professionals.

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MOSAIC FACTOR MISSION STATEMENT

Solving problems with data to make a positive impact in society.

Solutions

Turning your data into value.

We focus on real market problems to generate tangible value related to the use of data.

Scroll down to browse through our main solutions.

Industries

  • Healthcare

    Mosaic Factor’s higher priority in Healthcare is making use of data to improve patient care and monitoring in a safe…

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  • Manufacturing

    Mosaic Factor’s higher priority in Manufacturing is aid our clients decrease costs, increase sustainability while streamlining the production chain.

    Explore
  • Corporate Services

    Our machine learning and complex algorithms help organisations manage compliance and customer service to increase the service level of your…

    Explore
  • Mobility

    Mosaic Factor’s higher priority in Mobility is to optimise transport systems to people’s mobility while improving overall security and sustainability…

    Explore
  • Automotive

    Mosaic Factor’s apply AI solutions in various aspects of the automotive industry, usually by enhancing vehicles and its components during…

    Explore
  • Logistics

    Mosaic Factor’s higher priority in Logistics is sharing key data across different Supply Chain players to optimise performance while managing…

    Explore

Projects

About US

Scalable data solutions: we build robust and efficient algorithms that work at scale, maximising performance and reducing computational costs and time.

Our Clients

Do you have any questions?

We are always ready to help you and answer your questions. 





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    Latest news

    What are light LLMs?

    What are light LLMs?

    Let’s start by defining first LLMs. What are LLMs? LLMs (Large Language Models), are advanced AI systems capable of understanding and generating various forms of content, including text, code, images, video, and audio. These models are trained on at least one billion...

    AI-enhanced products to improve healthcare

    AI-enhanced products to improve healthcare

    Last month, our CMO and PM Anna Valli was invited to participate in the VI International Conference on Activity and Behaviour Computing (ABC24) chaired by Professor Sozo Inoue from Kyutech (Kyushu Institute of Technology, Japan) and sponsored by IEEE (Institute of...

    Trustworthy AI for different industries

    Trustworthy AI for different industries

    When applying Trustworthy AI techniques, we always focus on the explainable AI solutions that allow us to unlock what is behind and AI model and make it accessible to different stakeholders, so that we can trust its responses. The explainability of an AI model can be...

    Our top algorithms for predictive modeling

    Our top algorithms for predictive modeling

    When doing Predictive Models, we create ad hoc algorithms to help our client companies solve specific problems. These algorithms may vary according to the problem that needs solved. In fact, selecting the wrong algorithm will not only result in poor performance, but...

    What are light LLMs?

    What are light LLMs?

    Let’s start by defining first LLMs. What are LLMs? LLMs (Large Language Models), are advanced AI systems capable of understanding and generating various forms of content, including text, code, images, video, and audio. These models are trained on at least one billion...

    AI-enhanced products to improve healthcare

    AI-enhanced products to improve healthcare

    Last month, our CMO and PM Anna Valli was invited to participate in the VI International Conference on Activity and Behaviour Computing (ABC24) chaired by Professor Sozo Inoue from Kyutech (Kyushu Institute of Technology, Japan) and sponsored by IEEE (Institute of...

    Trustworthy AI for different industries

    Trustworthy AI for different industries

    When applying Trustworthy AI techniques, we always focus on the explainable AI solutions that allow us to unlock what is behind and AI model and make it accessible to different stakeholders, so that we can trust its responses. The explainability of an AI model can be...