Data-driven sustainability

How AUMOVIO Engineering Solutions empowers Audi to cut emissions and costs.

Audi is making a great effort to optimize its energy usage, and the results for 2023 at the Ingolstadt plant speak for themselves:

35,449 MWh

Of energy saved – equivalent to the annual consumption
of over 1,400 homes.

€2.4 million

In cost savings.

35,449 MWh

Of energy saved – equivalent to the annual consumption
of over 1,400 homes.

€2.4 million

In cost savings.

These gains were also partly made possible through Energy Analytics, a powerful AI-supported platform that identifies inefficiencies and enables smarter decisions.

AUMOVIO Engineering Solutions: consulting expertise behind the impact

At AUMOVIO Engineering Solutions, we are proud to consult Audi’s internal experts to help realize these results. Our team brought deep expertise in data science, machine learning, and MLOps, guiding Audi through key stages of the Energy Analytics initiative: 

  • Model development and evaluation, including feature engineering and hyperparameter tuning 
  • Verification & Validation against historical and benchmark data 
  • Deployment and scaling using KNIME Analytics Platform and KNIME Business Hub 
  • Model development and evaluation, including feature engineering and hyperparameter tuning 
  • Verification & Validation against historical and benchmark data 
  • Deployment and scaling using KNIME Analytics Platform and KNIME Business Hub 

By uncovering hidden patterns in energy consumption, we assisted Audi to proactively reduce machine idle time, optimize weekend operations, and actively support achieving the goals of Audi’s environmental program, Mission: Zero.

“Collaborations with partners like AES, who bring innovative, data-driven solutions, are essential in advancing our sustainability goals. Their expertise helped us turn energy data into real savings and measurable environmental impact.”

Audi Energy and Environmental Management Team

Sustainability is our focus - and the industry's future

At AUMOVIO Engineering Solutions, we believe data is the key to decarbonization. Our mission is to empower manufacturers with intelligent, scalable solutions that drive measurable impact — for business and for the planet. 

As the automotive industry evolves, partnerships like ours with Audi show how AI and analytics can lead the way in building cleaner, smarter operations. Together, we’re shaping a more sustainable future. 

As the automotive industry evolves, partnerships like ours with Audi show how AI and analytics can lead the way in building cleaner, smarter operations. Together, we’re shaping a more sustainable future.