AI for a better understanding of the digital sector’s carbon footprint

Measuring the carbon footprint of digital services remains a challenge: methods vary, data quality differs, and Scope 3 emissions are often underestimated.

To address this, Aguaro, Toovalu, and Wavestone combined their expertise in a joint research effort.

This synthesis note shows how Artificial Intelligence can help improve the reliability of monetary emission factors (MEFs), reduce uncertainty in carbon modeling, and better guide decarbonization strategies for the digital sector.

Drawing on data from over 1,000 organizations, it combines academic insight and practical analysis to highlight the key levers for more accurate, consistent, and comparable measurement.

A joint publication by Aguaro, Toovalu, and Wavestone.

Measuring the carbon footprint of digital services remains a challenge: methods vary, data quality differs, and Scope 3 emissions are often underestimated.

To address this, Aguaro, Toovalu, and Wavestone combined their expertise in a joint research effort.

This synthesis note shows how Artificial Intelligence can help improve the reliability of monetary emission factors (MEFs), reduce uncertainty in carbon modeling, and better guide decarbonization strategies for the digital sector.

Drawing on data from over 1,000 organizations, it combines academic insight and practical analysis to highlight the key levers for more accurate, consistent, and comparable measurement.

A joint publication by Aguaro, Toovalu, and Wavestone.

Measuring the carbon footprint of digital services remains a challenge: methods vary, data quality differs, and Scope 3 emissions are often underestimated.

To address this, Aguaro, Toovalu, and Wavestone combined their expertise in a joint research effort.

This synthesis note shows how Artificial Intelligence can help improve the reliability of monetary emission factors (MEFs), reduce uncertainty in carbon modeling, and better guide decarbonization strategies for the digital sector.

Drawing on data from over 1,000 organizations, it combines academic insight and practical analysis to highlight the key levers for more accurate, consistent, and comparable measurement.

A joint publication by Aguaro, Toovalu, and Wavestone.

Ready to sow the seed of change?

Think of our solution as a Saguaro seed — full of potential, just waiting for you to nurture and grow it. And because your field is unlike any other, book a demo to explore how it can take root in your context — and how quickly and easily you can spike your impact.

Ready to sow the seed of change?

Think of our solution as a Saguaro seed — full of potential, just waiting for you to nurture and grow it. And because your field is unlike any other, book a demo to explore how it can take root in your context — and how quickly and easily you can spike your impact.

Ready to sow the seed of change?

Think of our solution as a Saguaro seed — full of potential, just waiting for you to nurture and grow it. And because your field is unlike any other, book a demo to explore how it can take root in your context — and how quickly and easily you can spike your impact.