Harnessing AI for Climate Action: Innovating Beyond R&D
AI is catalyzing transformative climate solutions, from refining Earth data to simplifying climate models, driving essential technological advancements in the battle against global warming.
Leaders from both the public and private sectors must take bold action to protect communities, organizations, and natural systems from the impacts of climate change. A new generation of data-driven and digital technologies will play a central role in this effort.
The impacts of climate change are increasing in intensity and frequency, as the rising incidence of extreme weather events vividly demonstrates. Weather events such as wildfires, hurricanes, and extreme heat could, alarmingly, rise to as many as 1.5 a day by 2030. In addition to human suffering, the costs are huge; in 2022, natural disasters cost governments and business more than $200 billion—40% more than the annual average for the past 20 years.
With nearly half the world’s population and virtually every sector of the global economy vulnerable to climate change, adaptation has become a central imperative of climate action. It is incumbent upon leaders in both the public and private sectors to take bold action in order to protect their communities, businesses, and natural systems from the impacts of climate change.
A new generation of data-driven and digital technologies has emerged to help in this effort. As the first movers in this space are learning, the use of data-driven technologies and AI not only guards against climate risks but also generates competitive advantage.
Research by BCG and the World Economic Forum shows that digital technologies will increasingly play a key role in adaptation, as they’re uniquely suited to tackle the complex problems climate change poses. They can deal with the interconnectedness of natural, economic, and societal systems; cope with multiple variables and degrees of uncertainty; and help align actions across time horizons.
The technologies on which the BCG-WEF study focuses are artificial intelligence (AI), drones, the Internet of Things (IoT), earth observation systems, augmented reality and virtual reality systems (AR/VR), and advanced computing. Together, they make up a first-of-its-kind toolkit for climate adaptation.
Digital technologies can play a role across the three strategic imperatives of adaptation, which together constitute the “adaptation cycle”:
It’s important to understand that technology-based climate adaptation requires policy development, community engagement, and international cooperation. Adopting a multistakeholder approach is critical if adaptation efforts are to succeed. Business leaders must focus on developing open source technologies, aligning adaptation and innovation to attract more financing, and catalyzing policy and regulatory environments that support adaptation.
Recent years have seen some progress in the development of national adaptation plans (NAP), with five out of six parties to the United Nations Framework Convention on Climate Change having submitted at least one NAP instrument, according to United Nations Environment Programme’s Adaptation Gap Report 2023. Climate adaptation is also gaining momentum worldwide, with governments using regulations, policies, and standards to accelerate private sector adaptation while capital markets and investors are rewarding companies that use these strategies. The future is likely to belong to leaders who see climate adaptation not as an obligation but as a catalyst for transformation.
AI is catalyzing transformative climate solutions, from refining Earth data to simplifying climate models, driving essential technological advancements in the battle against global warming.
Advanced analytics and artificial intelligence can be used to help manage challenging issues related to mitigating climate change and improving adaptation and resilience.
The climate crisis demands adaptation – the process of adjusting ecological, social and economic systems to deal with the effects and impacts of climate change.
The BCG-WEF report explores how companies can gain competitive advantage by turning the net-zero challenge into a business opportunity.