Climate Change AI
- Company typePrivate
- Founded2019
- HeadquartersPittsburgh, United States
- Headcount11–50
- GTM typeB2B and B2C
- OfferingServices
What Climate Change AI does
Climate Change AI (CCAI) is a global non-profit organization founded in 2019 and headquartered in Pittsburgh, USA. It operates as a community-led convener and catalyst at the intersection of climate change and machine learning, serving academic researchers, graduate students, industry practitioners, climate domain experts, and policymakers. CCAI does not develop or sell a proprietary technology product; its activities center on knowledge-sharing, community-building, research funding, and educational programming. Its core offerings include the Innovation Grants program (up to USD 150K per project, with $4.9M distributed across 33 projects in 78 countries since 2019), the annual Summer School (virtual plus in-person, hosted at Mila in Montreal in 2024), workshop series at NeurIPS and ICLR, foundational TCCML and Grand Challenges reports, hands-on tutorials, a community platform and directory, and a data gaps stocktake. Innovation Grants require funded projects to release datasets as open digital public goods under FAIR principles, building a cumulative climate-AI data commons.
The organization's revenue model is institutional grant funding rather than commercial sales. Quadrature Climate Foundation serves as flagship funder, co-sponsoring the 2024 ($1.4M) and 2026 ($1.7M) Innovation Grants cycles alongside Google DeepMind and Global Methane Hub. The Patrick J. McGovern Foundation contributed a $350,000 grant in December 2023. Future Earth Canada Hub acts as fiscal sponsor. All CCAI resources — reports, tutorials, event recordings, the community platform, and directory — are freely accessible, and participation in workshops and Summer Schools is free. Distribution is digital-first through the website, YouTube, monthly newsletter, blog, and conference presence. The organization is governed by a Board of Directors and supported by a core team of 11-50 staff, with founding researchers housed at McGill/Mila, MIT, and Cornell providing scientific leadership.
Climate Change AI firmographics
Firmographics- Name
- Climate Change AI
- Legal name
- Climate Change AI
- Website
- https://climatechange.ai
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
Climate Change AI industry classification
Industry- Product category
- Climate-AI Research Community / Non-profit Convening Organization
- NAICS
- Grantmaking and Giving Services (81321)
- SIC
- Services-Social Services (8300)
- akta.pro primary industry
- Climate Change Mitigation & Adaptation (BPAGAGAF)
- akta.pro secondary industries
- AI & Machine Learning (Foundations & Applied) (EDAMACAG), Environmental & Climate Grantmaking Foundations (BPAGAKAM), Disaster Risk Reduction & Climate Risk Management (BPADALAK)
Keywords
Where Climate Change AI is headquartered
LocationHeadquarters
- HQ city
- Pittsburgh
- HQ country
- United States
- HQ region
- North America
Markets served
Climate Change AI business model
Business model- GTM type
- B2B and B2C
- Offering type
- Services
- Cost components
- Personnel, Operations, Technology or R&D, Marketing or Sales, Infrastructure
Revenue model
- Innovation Grants funding: CCAI receives grant funding from institutional partners (e.g., Quadrature Climate Foundation, Google DeepMind, Global Methane Hub) to operate its Innovation Grants program, which distributes up to USD 150K per project to academic researchers worldwide for climate-AI work. This is the primary funding mechanism for CCAI's programs.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels8 records
Climate Change AI product offering
Product offeringCore offering
Climate Change AI is a global non-profit organization that catalyzes impactful work at the intersection of climate change and machine learning by offering foundational reports, an annual Summer School, workshops at top ML conferences (NeurIPS, ICLR), and an Innovation Grants program (up to USD 150K per project, USD 4.9M allocated across 33 projects since 2019). All educational content, community platforms, and resources are provided free of charge; the organization is funded via institutional grants from partners including Quadrature Climate Foundation, Google DeepMind, Global Methane Hub, and the Patrick J. McGovern Foundation.
Product overview
Climate Change AI is a global non-profit organization that catalyzes impactful work at the intersection of climate change and machine learning. The organization offers a portfolio of educational, networking, and funding products including foundational TCCML reports, an Innovation Grants program ($150K per project), annual Summer School programs (virtual and in-person), workshop series at NeurIPS and ICLR conferences, tutorials on ML for climate applications, a community platform and directory for networking, interactive summaries, a data gaps repository, resource wiki, blog, and newsletter. These products work together to inspire, inform, and connect researchers, practitioners, and stakeholders across academia, industry, and public sectors working on AI for climate action.
Differentiator
Problem solved
Functional benefit
Products and services
- Innovation Grants Program Global grants program funding projects at the intersection of AI/ML and climate change, with up to USD 150K per proposal for 12-month projects, requiring published datasets as digital public goods.
- CCAI Summer School Annual educational program combining virtual lectures and tutorials with an optional in-person intensive training to build capacity for applying AI to climate challenges, offered to researchers and students worldwide.
- Workshop Series (NeurIPS / ICLR) Annual workshops at major ML conferences (NeurIPS, ICLR) showcasing research on ML applications for climate change, featuring keynotes, panels, poster sessions, and paper presentations.
- Tackling Climate Change with ML Reports Foundational reports providing comprehensive overviews of AI and machine learning applications for climate change mitigation and adaptation across sectors such as energy, agriculture, transportation, and climate science.
- CCAI Tutorials Hands-on educational tutorials covering ML techniques for climate applications, including land use classification, climate policy NLP, building load forecasting, and reducing climate impact of ML models.
- CCAI Community Platform Online platform connecting researchers and practitioners working at the intersection of climate change and machine learning for networking and collaboration.
- CCAI Directory Directory of individuals working in climate change and AI to facilitate networking and collaboration across sectors and geographies.
- Interactive Summaries Topic summaries providing accessible overviews of ML applications across various climate-relevant domains.
- Resource Wiki Collaborative wiki providing resources for researchers and practitioners at the intersection of climate change and machine learning.
- Data Gaps (Beta) Stocktake of critical data gaps for AI in climate action, identifying areas where additional datasets are needed to advance ML applications.
- Accepted Workshop Papers Archive Repository of papers accepted to CCAI workshops, providing access to ML for climate research across multiple conferences.
Quantifiable outcome
- $4.9M allocated to 33 projects across 78 countries since 2019 through the Innovation Grants program
Companies that use Climate Change AI
Customer profileSegments4 records
Ideal customer profiles4 records
Climate Change AI technology and API
TechnologyTechnology focussed No
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability18 records
Climate Change AI partnerships and signals
Strategic signalPartnerships
Ten partnerships are on record, tiered core and supporting.
- Canada Hub of Future EarthcoreThe Canada Hub of Future Earth served as the fiscal sponsor for the 2024 Innovation Grants program, facilitating the financial administration of grants distributed to academic institutions globally.
- DeepMindcoreDeepMind is listed as a partner organization on CCAI's main website. It has also co-sponsored CCAI's Innovation Grants program (2024 and 2026 cycles), contributing funding alongside Quadrature Climate Foundation and Global Methane Hub to support academic projects at the intersection of AI and climate change.
- Massachusetts Institute of Technology (MIT)coreMIT is listed as a partner on CCAI's website. Several MIT researchers (including Priya Donti) are founding members of CCAI, and MIT researchers regularly contribute to CCAI workshops, Summer Schools, and publications as organizers and speakers.
- Cornell TechsupportingCornell Tech is listed as a partner on CCAI's website. Cornell Tech's tech campus (Pi TECH) collaborates with CCAI on events and programs.
- Mila – Quebec AI InstitutecoreMila (Quebec AI Institute) is listed as a partner on CCAI's website and serves as the hosting partner for CCAI's annual in-person Summer School. Mila researchers, including CCAI co-founder David Rolnick, are central to CCAI's leadership and activities. The 2024 in-person Summer School was hosted at Mila in Montreal, Canada.
- Future EarthcoreFuture Earth (including its Canada Hub) is listed as a partner on CCAI's website. Future Earth's Canada Hub has served as the fiscal sponsor for CCAI's Innovation Grants program and supports CCAI's global research coordination activities.
- Centre for AI and ClimatesupportingListed as a partner on CCAI's website. The Centre for AI and Climate focuses on catalyzing AI applications for climate action and collaborates with CCAI on shared objectives.
- Centre for Open Data EnterprisesupportingListed as a partner on CCAI's website. The Center for Open Data Enterprise collaborated with CCAI on the Grand Challenges Report on AI for climate and nature, in partnership with the Bezos Earth Fund.
- Schmidt FuturessupportingListed as a partner on CCAI's website. Schmidt Futures supports CCAI's mission to advance AI for climate action through its ecosystem of talent and innovation.
- McGill UniversitycoreListed as a partner on CCAI's website. McGill University houses several founding CCAI members, including co-founder David Rolnick, and serves as an academic hub for CCAI activities.
Scale indicators5 records
Recent moves6 records
Expansion highlights6 records
Climate Change AI competitors and assessment
Company assessmentBroad incumbents
- Climate Central: A nonprofit climate communications and research organization producing widely used climate data products. Comparable to CCAI in producing public-good climate knowledge resources, though focused on communication rather than AI research.
- Climate Policy Initiative: A climate finance and policy analysis nonprofit with global reach. Comparable to CCAI as a mission-driven research/advocacy organization serving policymakers and researchers, with a broader finance-policy focus.
- Rocky Mountain Institute (RMI): An established, large-scale nonprofit energy and climate research organization. Comparable as a mission-driven climate organization operating across multiple programs and geographies, broader than CCAI's AI focus.
- World Resources Institute (WRI): A global research organization producing data, analysis, and policy guidance on climate and sustainability. Comparable as a flagship nonprofit convening research and policy work at scale, with a much larger remit than CCAI.
Direct peers
- Future Earth: A global sustainability research network that serves as a CCAI partner and fiscal sponsor. Comparable as a convening NGO coordinating climate research communities internationally.
- Centre for AI and Climate: A nonprofit initiative focused on catalyzing AI applications for climate action. Highly comparable to CCAI in mission, structure, and approach, and identified as a partner organization on CCAI's website.
- Open Climate Fix: An applied AI nonprofit building open-source forecasting tools for renewable energy. Comparable to CCAI as an open, community-driven AI-for-climate effort and listed as a CCAI partner.
- CarbonRe: Applies AI to industrial decarbonization and emissions reduction. Comparable as an AI-for-climate action organization and listed as a CCAI partner on the website.
Emerging players
- Center for Open Data Enterprise: A nonprofit advancing the use of open data for public-interest challenges, which co-authored CCAI's Grand Challenges report. Comparable as a partner operating at the intersection of data, AI, and climate.
Regional players
- Climate Change AI Nordic: A Nordic-focused chapter of the climate-AI community mirroring CCAI's convening model in a specific geography. Listed as a CCAI partner and shares the same mission profile in a regional scope.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks5 records
Key highlights7 records
Customer concentration
Climate Change AI social profiles
Digital presenceClimate Change AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Climate Change AI leadership team
Management profileNumber of profiles
Profiles16 records
Climate Change AI funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Climate Change AI M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Climate Change AI
What does Climate Change AI do?
Climate Change AI is a global non-profit organization that catalyzes impactful work at the intersection of climate change and machine learning by offering foundational reports, an annual Summer School, workshops at top ML conferences (NeurIPS, ICLR), and an Innovation Grants program (up to USD 150K per project, USD 4.9M allocated across 33 projects since 2019). All educational content, community platforms, and resources are provided free of charge; the organization is funded via institutional grants from partners including Quadrature Climate Foundation, Google DeepMind, Global Methane Hub, and the Patrick J. McGovern Foundation.
Is Climate Change AI a public or private company?
Climate Change AI is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was Climate Change AI founded?
Climate Change AI was founded in 2019. It employs 11 to 50 people.
Where is Climate Change AI based?
Climate Change AI is headquartered in Pittsburgh, United States, in the North America region.
How does Climate Change AI make money?
One revenue line is on record: innovation Grants funding.
Who are Climate Change AI's main competitors?
Broad incumbents on record are Climate Central, Climate Policy Initiative, Rocky Mountain Institute (RMI) and World Resources Institute (WRI). Direct peers are Future Earth, Centre for AI and Climate, Open Climate Fix and CarbonRe. Center for Open Data Enterprise is listed as an emerging player. Climate Change AI Nordic is listed as a regional player.
Does Climate Change AI have an API?
No public API is recorded for Climate Change AI.
What industry is Climate Change AI in?
Climate Change AI's product category is Climate-AI Research Community / Non-profit Convening Organization. Its primary akta.pro industry code is BPAGAGAF, Climate Change Mitigation & Adaptation, with a secondary code of EDAMACAG, AI & Machine Learning (Foundations & Applied). Its NAICS code is 81321 and its SIC code is 8300.