Responsible, sustainable, and shared innovation

We are a Benefit Corporation

Pursuant to Italian law, we are a Benefit Corporation.
In addition to profit, we pursue common benefit goals with a concrete commitment toward society, the environment
and the communities in which we operate. Here are our main commitments:

Transparency and
scientific validation

We promote open, understandable, and verifiable machine learning models, so they can be adopted ethically and responsibly in high-impact contexts. We encourage sharing with the scientific community and independent bodies to ensure rigor and reliability.

Education and
awareness

We support businesses, institutions, and citizens in adopting AI responsibly, helping them understand both opportunities and limits. We pay particular attention to SMEs, guiding them toward concrete and sustainable choices, far from hype and close to real needs.

Sustainable and
inclusive innovation

We design lightweight, efficient, and low-impact technological solutions, reducing consumption and costs. In this way we make innovation accessible even to those with limited resources, helping bridge the technological divide and promoting social equity.

Research and
social impact

We strengthen the link between science and society by investing in research and collaborations with universities and local institutions. We work in high-impact sectors, such as energy, contributing to a fairer, more sustainable, and resilient ecological transition.

Skills at the service of your projects

What we do best

From raw data to strategic decisions, from predictive models to smart batteries: our expertise covers every aspect of data engineering, artificial intelligence, and advanced energy systems, for reliable and sustainable solutions.

Data Engineering

We design and manage data engineering systems: scalable pipelines, data quality and validation, profiling tools, and modern on-premise and cloud architectures. We deliver reliable, accessible, and ready-to-use data.

Machine Learning

We build and manage predictive models across their entire lifecycle: from the collection and transformation of data, to feature selection, training, validation, continuous monitoring and integration into systems.

AI&Data Compliance

We provide specialist consulting in AI governance and regulatory compliance (AI Act, GDPR, DORA, NIS2), supporting impact assessments, technical and organizational measures, and certification processes.

IoT & Edge

We design IoT devices and solutions for data collection and pre-processing, with distributed computing on edge devices. We integrate systems with analytics platforms, ML models, and automated controls.

Battery Analytics

We design advanced AI/ML-based energy management systems (EMS). We deliver accurate and detailed analysis of battery state of charge and health, ensuring safety, reliability and superior economic returns.

Materials Engineering

We provide unique know-how in electrochemical materials and next-generation batteries. We combine numerical modeling, electrode design, and experimental analysis for high-performance, scalable solutions.

How we work

Our approach

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Measurable goals

Clear and shared metrics, so every project achieves
tangible and quantifiable results.

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Open Source

For us, the best way to build robust and truly innovative solutions.

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No lock-in

Clients stay with us for results, not because they are blocked by artificial barriers.

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Strategic compliance

We turn compliance from a burden into an opportunity
for trust and growth.

Our logo

Why a mule?

Choosing our logo was immediate: we wanted a symbol that truly represents us. Our logo is a mule, and not by chance.
The reasons are simple yet profound:

  • it recalls the founders’ roots and hometowns
  • it embodies solidity, resilience, and concreteness, the same qualities we put into our projects
  • it carries a touch of sympathy and humanity, because technology can be serious while still staying close to people
  • once a great source of energy, just as today we want data to be
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Work with us

Building the future together

We are a Benefit Corporation that believes in useful, ethical, and sustainable technology. We look for people who are skilled and eager to keep learning.
We will never ask you to follow the hype, but to share our drive to build real solutions that bring impact and value to businesses and communities.
If you see yourself in these words, there is a place for you on our team.

Shape the future of energy with us

Get in touch to discover our solutions, book a demo, or start a conversation about your next project. At muleML, we believe in democratizing data and machine learning, making complex technologies simple and accessible. Our approach is gradual and pragmatic: we start with quick wins within everyone’s reach, while building a path toward long-term transformation.

Contact us
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