Skip to Content

Estimating the Handprints of Network Technologies to Make Informed Business Decisions

Stakeholders for corporate emissions reporting have traditionally focused on carbon footprints, which estimate the detrimental impact on the climate that is inherent to a product, service, or organ…

High rise buildings concept showing connection with added lines and nodes

Stakeholders for corporate emissions reporting have traditionally focused on carbon footprints, which estimate the detrimental impact on the climate that is inherent to a product, service, or organization over its lifetime. We argue that today’s businesses should expand their focus to carbon handprints, which estimate the potential decrease (or increase) in emissions that a product, service, or organization may enable in another process, business, or industry.  We discuss carbon handprints as they pertain to information and communication technologies (ICT), focusing on network technologies as an example. Our analysis of approximately 6 million homes in Texas for the year 2028 demonstrates that the handprint of network-enabled smart thermostats could range from 0.52 to 1.35 million metric tons (6.5–17%) of emissions avoided in 2028, the equivalent of the emissions from electricity to power 100,000–260,000 homes in 2022. The ICT industry can be a key player in delivering smart solutions that help mitigate the impacts of climate change. Carbon handprinting will help motivate business decisions that prioritize products and services that avoid emissions, showcasing businesses’ ability to innovate and drive solutions for the benefit of all.   

Related Resources

Near-Term Pathways to Reduce Emissions from Ethane Crackers
Aerial view of an ethylene cracker plant
  • Research Report
  • White Paper
  • Industry and Manufacturing
  • Near-Term Pathways to Reduce Emissions from Ethane Crackers

    Informed by interviews with over 40 experts across ethylene operators, engineering companies, national labs, benchmarking firms, and more, this paper conveys key aspects about what is actionable, where improvements are needed, and the paths that should be pursued to advance technologies that will meet evolving customer demands, address competition, and significantly lower the environmental impact of ethylene production. 

    Nov 10, 2026

    Toward Best Practices for Industrial Innovation: Lessons from the Department of Energy’s Industrial Demonstrations Program
    Aerial shot of Paper Mill In Northeast Florida
  • Research Report
  • Industry and Manufacturing
  • Toward Best Practices for Industrial Innovation: Lessons from the Department of Energy’s Industrial Demonstrations Program

    This paper highlights a central lesson for policymakers: Industrial innovation requires alignment across government programs (grants, procurement), financing mechanisms (tax credits, loans), and institutional capacity. When these three are backed by sustained commitment from the public sector, private industry, and external stakeholders, the transition from demonstration to deployment becomes viable.

    Sep 14, 2026

    Support the Work That Makes Energy Go Further

    ACEEE’s independent research and advocacy depend on the support of foundations, businesses, and individuals committed to cutting energy bills, waste, and climate pollution.