The Indigenous Artificial Intelligence (A.I.) Working Group is a program focused on the intersection of artificial intelligence and Indigenous knowledge systems. The project’s interdisciplinary team of experts includes 37 co-investigators and collaborators who come from eight universities and 12 Indigenous community-based organizations in Canada, the United States and New Zealand. Most of the team members are Indigenous. They are motivated to expand the definition of intelligence by collaborating with Indigenous communities to integrate their knowledge systems with the AI research and development ecosystem to develop more integrated and practical approaches to building the next generation of A.I. systems.
- artificial intelligence
- indigenous peoples
- traditional ecological knowledge
Ecovative is a biomaterials company that develops sustainable alternatives to traditional plastics and other environmentally harmful materials using mycelium, the root structure of mushrooms. Ecovative’s AirMycelium platform grows more than 400 tons of furniture, goods, and packaging annually with clients in CPG, housing, packaging, fashion, food, beauty, sports, and more. The platform uses AI to optimize mushroom mycelium for scale, density, elasticity, and other industrial parameters. Ecovative's products are fully biodegradable and compostable, offering a more sustainable alternative to petroleum-based plastics.
- biofabrication
- biomaterials
- biotech
- digital platform
- manufacturing
- mycelium
- mycotecture
HowGood has 17 years of research on global food supply chains. The team consolidates and analyzes findings from over 600 accredited data sources and certifications. These include a range of resources such as international frameworks, NGO guidance and standards reports, peer reviewed life cycle assessment studies, journal articles, academic conference proceedings and texts, aggregated commercial databases, targeted industry studies, NGO research, government publications, and news reports from reputable outlets.
- artificial intelligence
- big data
- farming
- food system
- regenerative agriculture
- standardization
Hylo is a community-led, prosocial coordination platform for purpose-driven groups. It is open-source, non-profit, and driven by participatory design with real-world groups at the forefront of regenerative agriculture, community resilience, peer learning, equity, inclusive capital, and place-based organizing. Hylo features a resilient constellation of relationships marked by trust and accountability, with clear agreements including protocols for decision making, distributing resources, and handling conflict. The platform has many unique aspects such as nested groups and cross-group posting, which lead to emergent cooperation between groups, generating broader coalitions with more power to address common goals. Hylo's community leaders and facilitators help guide member groups on best practices in community stewardship. Hylo is built through relationship-driven development, involving collaboration with the community to co-design tools to amplify their work.
- cloud
- community
- data
- digital platforms
Houdini sportswear caters to adventurers and athletes with a focus on eco-conscious, high-performance clothing. They craft technical apparel that combines durability, functionality, and minimalist design for activities like hiking, climbing, skiing, and trail running. Houdini prioritizes sustainability throughout their production process, using recycled materials whenever possible and employing practices that minimize environmental impact. Beyond performance and eco-friendliness, Houdini is known for innovation in material science and garment design, creating lightweight, weather-protective, and versatile pieces for dedicated outdoor enthusiasts.
- circular economy
- clothing
- digital platforms
- marketplaces
- material science
- textiles
DoNotPay utilizes artificial intelligence to help consumers fight against large corporations and solve their problems, like beating parking tickets, appealing bank fees, and stopping robocallers. DoNotPay’s goal is to foster equity and equality by making legal information and self-help accessible
- artificial intelligence
- cloud
- data
- digital assets
- edge computing
SunHydrogen is a clean energy company in the development stages of creating a new technology to produce clean hydrogen fuel using sunlight and water. SunHydrogen utilizes nanoparticles to mimic the process of photosynthesis, splitting water molecules into hydrogen and oxygen. The process itself is powered by sunlight, making it a truly renewable energy source. Through this process, the company aims to create a highly efficient and cost-effective method for hydrogen production, which could significantly impact the emerging hydrogen economy, supplying clean fuel for vehicles, data centers, and countless other applications.
- biotech
- computational biology & chemistry
- energy storage optimization
NatureQuant delivers technology solutions to assess and promote exposure to nature and to combat nature deficit with proactive tech tools designed to improve overall wellbeing. NatureQuant achieves this mission via their two apps, NatureScore and NatureDose. NatureScore® measures the amount of natural elements that optimize your health within a one-km radius of your location. NatureDose® is a personalized nature prescription mobile app that monitors your aggregate time inside, outside, and exposed to nature. Through new tech tools, machine learning, and big-data, NatureQuant provides tools designed to fully leverage nature's impact.
- artificial intelligence
- data
- digital platforms
- nature tech
ReFi DAO's mission is to develop strategic services and public goods for the Regenerative Finance (ReFi) ecosystem. Central to its work is incubating and supporting the development of ReFi Local Nodes across all major regions in the world. These local communities are champion ReFi solutions on the ground and enact a local network for the regenerative economy. This includes movement-wide sense-making, education, opportunity development, fundraising support, onboarding and empowerment through a blend of online platforms, multimedia, and community coordination.
- blockchain
- crypto/ complementary currencies
- daos
- digital assets
- digital ledgers
- fintech
- governance platforms
- social media / community
Earth Species Project is a non-profit research lab and impact organization focused on using artificial intelligence to advance our understanding of animal communication, and ultimately to decode non-human languages. The organization is founded on the belief that understanding non-human languages will transform how we perceive the world and our relationship with the rest of nature. Their work involves developing machine learning models to interpret animal sounds and movements. While "decoding" communications are a long-term objective, the ESP supports other organizations along the way by supplementing animal and ecological research; supporting existing conservation efforts; and contributing to the fields of ethology, bioacoustics, and machine learning by making their research public.
- animals
- artificial intelligence
- bioacoustics
- conservation
- ethology
Matriark Foods is a social impact business that upcycles farm surplus and fresh-cut remnants into healthy, low sodium vegetable products for schools, hospitals, food banks and other foodservices. Matriark works with farmers and aggregators to make use of the vegetables that would otherwise go to waste, to instead provide nutritious food for people and reduce the environmental harms of food waste. They are using technology to manage their supply chains, inventory, sustainability tracking, and data analysis to underpin auditability of Upcycle Certified products.
- certifications
- circular economy
- food waste
- foodtech
- supply chain traceability
GreenWave has trained and supported over 120 farmers and hatchery technicians throughout New England, California, New York, the Pacific Northwest, and Alaska. GreenWave works with farmers to launch and scale their businesses through services that mix training with innovation. Their high-and-low touch training ranges from an online seed-to-sale Ocean Farming Toolkit and region-specific workshops to hands-on internships and participation in our farmer support network. GreenWave's innovation program works to scale markets in four shovel-ready sectors - food, agriculture, bioplastics and Blue Carbon - as well as disseminate the latest farm, hatchery and blue tech design throughout their farmer network.
- agricultural tech
- coastal wetland protection
- coastal wetland restoration
- conservation agriculture
- edtech
- education
- nature tech
