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Organizations’ lack of data poses major challenge to decarbonization: Siemens study

The new report investigates how technology plays a role in accelerating progress towards decarbonization.

Digitalization is a key enabler of decarbonization

The main insights include the extent to which digitalization enables more sustainable infrastructure, the importance of the right data to inform decision-making on the path to net zero, and which technologies leaders expect to have the greatest positive impact. Digital platforms are also seen to be an advantage for businesses, with respondents rating the top five benefits of their adoption as scalability; time and cost efficiency; faster implementation; reliability; and interoperability.
"Digitalization is a powerful enabler of sustainability, and decarbonizing our buildings, grids and infrastructure is within reach with solutions that exist today. For example, with IoT driving down the cost of smart building technologies, we can connect systems, reduce energy use, and unlock massive savings," said Thomas Kiessling, CTO of Siemens Smart Infrastructure. "To accelerate decarbonization and meet critical climate targets, we must harness digital technologies like AI and IoT in a more transformative way. The solutions exist, the savings are clear – there is no reason not to act now."
Digital technologies were found to play a critical role in reducing carbon footprints, optimizing resource use, and integrating renewable sources. 55% of respondents said that digital technologies have a significant or massive potential to advance the decarbonization of their operations. However, with 45% stating they see little or no such potential, many may not fully appreciate the links between digitalization and decarbonization.  

Data gaps pose a major challenge

Smarter, connected infrastructure is key to energy management. Even though 54% of those surveyed say their organizations are mature or advanced in the data-driven management of their operations, the research also finds that one of the major challenges to decarbonization efforts is data availability. A considerable proportion of respondents say they have little or none of the data they need in areas that are key to improving decarbonization and resource efficiency: 44% lack emissions data, 46% lack plant and machinery performance data, and 30% lack energy consumption data.
Respondents also face hurdles in leveraging data even when it is available due to limitations in their organization’s abilities to effectively integrate, manage, and analyze data coming from a variety of sources. There is a recognized need across organizations to increase the volume, improve the quality, and enhance the availability of their data assets if they wish to make informed decisions and achieve better efficiency and sustainability outcomes. 

AI could be key to the energy transition

Based on the results of the survey, it is clear that AI is the technology expected to have the most positive impact on decarbonization and resource efficiency: 33% of respondents believe AI to have the biggest impact in the next three years. However, for now, other solutions contribute significantly to emission reductions, including IoT, digital twins, smart grids, and edge technologies.
Siemens Smart Infrastructure (SI) is shaping the market for intelligent, adaptive infrastructure for today and the future. It addresses the pressing challenges of urbanization and climate change by connecting energy systems, buildings, and industries. SI provides customers with a comprehensive end-to-end portfolio from a single source – with products, systems, solutions, and services from the point of power generation all the way to consumption. With an increasingly digitalized ecosystem, it helps customers thrive and communities progress while contributing toward protecting the planet. Siemens Smart Infrastructure has its global headquarters in Zug, Switzerland. As of September 30, 2024, the business had around 78,500 employees worldwide. 
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Siemens AG (Berlin and Munich) is a leading technology company focused on industry, infrastructure, mobility, and healthcare. The company’s purpose is to create technology to transform the everyday, for everyone. By combining the real and the digital worlds, Siemens empowers customers to accelerate their digital and sustainability transformations, making factories more efficient, cities more livable, and transportation more sustainable. Siemens also owns a majority stake in the publicly listed company Siemens Healthineers, a leading global medical technology provider pioneering breakthroughs in healthcare. For everyone. Everywhere. Sustainably. 
In fiscal 2024, which ended on September 30, 2024, the Siemens Group generated revenue of €75.9 billion and net income of €9.0 billion. As of September 30, 2024, the company employed around 312,000 people worldwide on the basis of continuing operations. Further information is available on the Internet at www.siemens.com.
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Contact

Lena Carlson 

Siemens Smart Infrastructure 

+49 159 0168 4611