Climate AI Innovation Design

Make emissions visible, understand the underlying systems, then make them fall.

I turn climate data into decision-making material for leaders around the globe and design solutions to reduce the impact of climate change and increase net positivity.

Worked with

  • AMD
  • Microsoft
  • Petrobras
  • Intel
  • Walmart
  • Nestlé
  • Lufthansa
  • PG&E
  • German Red Cross
  • TV Globo
  • Cirque du Soleil
  • German Environment Agency
  • US Department of the Interior
  • MIT
  • FGV

About

Meet Carolina.

Carolina Cadaval is a climate innovation leader who turns complex climate data into decisions, programs and investment for organizations across the Americas and Europe.

Over nearly two decades in Brazil, Germany and the United States, Carolina has delivered climate, social impact and profitable programs at national scale. She:

  • Created the concept for Germany's public industrial pollution portal, serving 80+ million people.
  • Led a generative AI initiative for AMD that reduced root-cause analysis time and cost by 90%, featured by the World Economic Forum.
  • Designed the NHL Venue Metrics platform, which tracks the carbon, energy, water and waste footprint of the league's arenas and was recognized in SAP's Integrated Report for its contribution to UN Sustainable Development Goal 9.

As a venture capital scout, she sources and evaluates climate startups and supports fundraising for regenerative and net-positive businesses in the Amazon region. She is a 2026 Climatebase Fellow.

She holds an MA in Integrated Design from Anhalt University of Applied Sciences (Bauhaus Dessau) and a BA in Industrial Design from the Federal University of Rio de Janeiro, and is completing the Stanford Graduate School of Business LEAD program.

Corporate Sustainability Interview How SAP contributes to a more sustainable future Carolina's interview on corporate sustainability and positive impact Read the interview ›

Leadership highlights

  • 80M+ peopleserved by Germany's public pollution portal
  • 90% reductionin root-cause analysis time and cost for AMD
  • 1,600+ professionalstrained in circular manufacturing and collective AI problem solving

Areas of expertise

Focus

Data. Operators. Capital.

Cutting pollution fast takes three things: emissions data and transparency to see where pollution comes from, decarbonization to get proven fixes adopted, and climate finance to fund what works.

Emissions data and transparency

Making pollution visible.

  • Designed Germany's public industrial pollution portal, covering 5,000+ facilities for 80M+ people
  • Designed NHL Venue Metrics for carbon, energy, water and waste
  • Published climate data visualization in ARCH+
Decarbonization

Working with operators.

  • Ran generative AI strategy workshops with leaders from Petrobras, Intel, Microsoft and others
  • Designed for Brazil's first hydrogen fuel-cell bus. Impact: changed a region from an oil-dependent to a clean-infrastructure economy
  • Taught circular economy and circular manufacturing to 1,500 people
Climate finance

Moving capital.

  • Sourcing, valuing and risk-assessing Amazon climate startups for VC firms
  • Raising from VC, philanthropy and grants for regenerative bioeconomy and net-positive businesses
  • Studied Financing Innovation at Stanford GSB

Selected work

Data that changed what people did.

National Hockey League × SAP
Emissions data and transparencyDecarbonizationHuman-centered design

NHL Venue Metrics

Arena operations make up most of the league's carbon footprint, but collecting that data from 32 clubs was manual and slow. I designed the end-to-end cloud platform that gathers energy, water, waste and emissions data from every club and its arena partners, with dashboards at league and club level.

32clubs
SDG 9SAP 2023 Integrated Report
NHL Venue Metrics dashboard showing energy use by arena, greenhouse gas emissions by scope from 2013 to 2022, water, waste and per-attendee normalization.
COPPE / UFRJ Hydrogen Lab
DecarbonizationSystems thinkingHuman-centered design

Brazil's first hydrogen fuel-cell bus

Built with Brazilian technology and shown at Rio+20. I designed equipment placement, the monitoring dashboard and the science communication.

Impact: A city in Rio de Janeiro state took up the project to shift its economy from oil royalties toward a clean economy based on clean energy and infrastructure.

German Environment Agency
Emissions data and transparencyHuman-centered design

Thru.de pollution portal

Pollution data from 5,000+ German industrial facilities, made readable for the public. I created the concept, visual identity and design specifications for a portal where anyone can search by address and compare regions on a map.

80M+people served
5K+facilities
AMD × SAP Labs
Generative AI strategySystems thinkingHuman-centered design

Supply chain resilience and AI in enterprise

When a sales order slipped from the ship date promised to the customer, AMD's supply chain specialists worked through 14 manual checks in SAP S/4HANA to find out why, across hundreds of requests a week. I led strategy and design for a generative AI troubleshooter: a specialist asks in plain language, and the assistant runs every check, explains each result and identifies the root cause. The project became Case Study 9 in the World Economic Forum's AI in Action report.

90%less time and cost on root-cause analysis
10×faster, from 20 to 2 minutes per request
Supply Chain Troubleshooter showing each check on a sales order, its result and reasoningOpen clickable prototype
ARCH+ magazine
Emissions data and transparencySystems thinking

Emissions and income, country by country

A radial comparison of CO2 per capita against gross national income per capita for every country with data, showing how unevenly emissions and wealth are spread.

Radial chart of CO2 emissions per capita in blue against gross national income per capita in green, with country names around the circle.
Blue: CO2 per capita (tonnes). Green: GNI per capita (constant 2005 PPP $).
Federal University of Rio de Janeiro
Emissions data and transparencyDecarbonizationSystems thinking

UFRJ Master Plan 2020

Information design for the university's master plan on Fundão Island, where 58,500 students, faculty and staff share 5.2 km². I designed the infographics and interface that explained the plan's transport and environmental proposals, built on 2010 conditions and projected to 2020.

58.5Kpeople on the island
5.2 km²campus area
2020planning horizon

Climate finance

Finding and funding climate solutions.

VC scout

Climate startup scouting

Sourcing startups for venture firms, with valuation, risk analysis and net-positive impact assessment.

Investor outreach

Climate tech funding

Connecting climate tech businesses with investors in climate and sustainability solutions.

Founder

Amazon net-positive network

Highlighting Amazon businesses that give back more than they take, using the Net Positive framework.

Creator & host

Green Business by Design

A podcast on climate tech and regenerative business models, with an upcoming episode featuring ReGen Villages.

Field leadership

Convening people who can act.

1,500

people trained in circular economy through SAP's circular manufacturing course

100+

leaders trained in AI use case identification and design

1M

low-income US families served by nonprofits I designed for at Daylight Design

Influence and service

  • Co-lead, SAP Sustainability Employee CommunityRepresent SAP on Corporate Sustainability practice in Silicon Valley.
  • Sustainability Advisory Board, San José State UniversityFaculty in Residence volunteer, 2021–2022.
  • Innovation strategy workshopsGoogle, Apple, Microsoft, Petrobras, Intel.
  • Mentor, SAP.io accelerator and Lufthansa intrapreneurship programHelped incubated and accelerated startups with market-fit testing and strategy workshops.

Education and recognition

  • 2026Climatebase Fellowship
  • 2025–2027Stanford GSB, LEAD programFinancing Innovation, Critical Thinking, Power and Influence
  • 2021UX Design Awards nominee ›Red Cross data visualization for saving lives during COVID-19
  • 2018Climate Reality Corps training
  • 80 hoursSustainable Design, Shantou University
  • MAIntegrated Design, Anhalt University (Bauhaus Dessau)
  • BAIndustrial Design, Federal University of Rio de Janeiro

Grown in a forest. Working for all of them.

Based in the San Francisco Bay Area and working with leaders all over the world.