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
Flourish Science is a well-being and AI startup co-founded by psychologists from Stanford University and a designer and serial entrepreneur previously at Google and C3 AI. Utilizing a B2B2C model, Flourish Science offers a science-based app and organizational programs that helps employees and students develop and implement small habits for happiness and well-being. Flourish's proactive, personalized, and social approach seeks to provide an effective method to improve users' daily mood, social connectedness, and overall life satisfaction.
- artificial intelligence
- data
- digital platforms
- health tech
- marketplaces
- welltech
Kumu is a digital social mapping tool for visualizing and understanding complex relationships by creating visualizations of data sets of people, systems and networks. Kumu allows users to create interactive maps that represent systems, stakeholders, networks, and nodes between relationships. Kumu's intuitive interface and drag-and-drop functionality provides a platform for users and groups to build and customize visually appealing maps that can be used to tackle real world problems. By visualizing data in a clear and concise manner, Kumu helps users identify patterns, connections, and potential areas for development.
- artificial intelligence
- data
- digital platforms
- social media / community
Kiiren is a no-code software-as-a-service (SaaS) application designed with regenerative intention to incorporate AI technology in right relationship with its human operators. The platform automatically tunes itself based on “knowledge bases” loaded into it, allowing non-technical people to adapt, curate, and collaborate around knowledge sets based on their unique operating context and place. Their primary focus is on enhancing community and organizational efficiency by providing seamless access to resources and information.
Its mission is to adapt LLM generative AI technologies into globally accessible “augmented regenerative intelligence” (ARI) in a way that is humane and living systems first, ethical, safe, useful, and serves as an impact multiplier and coherence builder in the regenerative movement. Kiiren’s “knowledge ecosystem” is currently supporting leaders and community building across intersections of regenerative economics, finance, spirituality, indigenous wisdom, and social transformation.
- artificial intelligence
- data
- digital platforms
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
UrbanFootprint is a web-based software platform specifically designed for urban planning and climate resilience. It provides access to comprehensive data on land use, environmental factors, pollution, mobility patterns, buildings, economic patterns, and demographics across the United States. UrbanFootprint allows planners to analyze trends and create simulations of future development projects, analyzing potential impacts on areas like housing costs, energy use, and transportation. This helps urban planners, designers, and decision-makers make informed choices about city development, growth, sustainability and community.
- artificial intelligence
- data
- digital assets
- digital platforms
- satellite image analytics
- software as a service
- urban planning
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
Relier is a company tackling plastic waste in the produce industry through the upcycling of grapevine shoots. Relier's unique approach transforms discarded grapevine shoots into a sustainable biomaterial for packaging. This innovative material offers several benefits, including delaying fruit ripening, inhibiting microbial growth, and protecting produce during transport. Relier uses AI to analyze different recipe mixtures and percentages to obtain thermal, mechanical, and rheological behavioral to model the behavior of the clamshell, resulting in thousands of possibilities depending on the “how much” and “how” the components are mixed. Relier's biomaterial aims to be a more eco-friendly alternative to traditional plastic clamshell containers.
- agricultural tech
- artificial intelligence
- bioplastics
- bioremediation
- composting recycling
- data
- reduced food waste
OCN unites the world's ocean data sets and creates products and technology to encourage and incentivize practical citizen data collection. Their Ocean AI and BlueSense platfors use machine learning to centralize, visualize, translate, and provide insights on ocean data from all over the planet in one dashboard. Some use cases for the data include discovery of anomalies and danger zones, holding entities accountable, encouraging healthier business practices, engaging coastal communities, improving conservation efficiencies, and informing policy design. Beyond just creating ways to combine and collect more data, OCN designs products, systems and communities to collect the data necessary to interpret overall ocean health and restore marine ecosystems.
- artificial intelligence
- bioremediation
- citizen science
- conservation
- crypto/ complementary currencies
- data
- nature tech
- oceans
CivicAI explores how AI can enhance collective intelligence in relation to climate crisis mitigation and adaptation. CivicAI sees opportunities in several key areas, which have been illustrated in more detail through 3 distinct use cases. To address the climate crisis, CIVICAI works to increase the capacity for communities to organise and adapt to a new reality. This requires better tools and methods for mobilising large groups of people to take action, reducing associated costs, and advancing the value of collaboration.
- artificial intelligence
- cloud
- data
- digital assets
- edge computing
- social media / community
Regrow Ag's Agriculture Resilience Platform is a software program that helps stakeholders across the agricultural supply chain measure and improve their environmental impact and identify areas where adopting regenerative practices would be most beneficial. They use a combination of agronomic insights, satellite imagery, and scientifically validated crop and soil models to monitor and verify the implementation of these practices, enable auditability and transparency in value chains. Regrow serves more than 100 organizations who have collectively invested more than $19M to help farmers adopt regenerative practices. These actions will abate more than 600k tonnes of CO2e, equivalent to the carbon sequestered by 713k acres of U.S. forests in one year. The platform also aggregates agricultural systems data worldwide to garner new insights about resilient farming and expand practice adoption, and to support stakeholders like governments and academic institutions to inform agricultural policy, advance academic research, and implement innovative farm projects that expand the adoption of resilient practices.
- agricultural tech
- agtech
- artificial intelligence
- bioremediation
- conservation agriculture
- data
- satellites
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
