GreenPulse, AI for common good

guillermo lucero
Project Owner

GreenPulse, AI for common good

Funding Requested

$138,500 USD

Expert Review
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On a mission to drive social sustainable development, Greenpulse embodies our collective commitment to leveraging AI for positive change. Our goal is to reshape community engagement and action towards environmental and social causes. By leveraging AI technologies, we're creating a platform that not only educates and empowers users but also fosters collective action towards a more sustainable future. Our vision is to democratize AI as a common good, driving positive change on a global scale.

Proposal Description

How our project will contribute to the growth of the decentralized AI platform

Greenpulse serves as a flagship application on the SingularityNET AI platform, showcasing the platform's capabilities in driving social impact. By leveraging SingularityNET's decentralized infrastructure, we enhance accessibility and scalability, attracting a diverse user base. Greenpulse not only expands SingularityNET's reach but also establishes it as a leading force in ethical AI for social good. 

The core problem we are aiming to solve

In a world facing pressing social and environmental challenges, there's a critical need for accessible and scalable solutions to drive sustainable development. Communities lack effective tools to engage and mobilize for positive change, hindering collective action towards addressing issues like climate change, social inequality, and resource scarcity. Greenpulse seeks to bridge this gap by harnessing AI to empower individuals and communities to take meaningful, sustainable actions for the common good.

Our specific solution to this problem

Greenpulse offers a comprehensive solution by leveraging AI to address the core problem of mobilizing communities for sustainable development. Through personalized action plans, users receive tailored recommendations on how to contribute to environmental and social causes based on their interests, location, and available resources. The platform serves as a hub for educational resources, community forums, and collaboration tools, facilitating knowledge sharing and collective problem-solving. Additionally, Greenpulse integrates gamification elements and rewards to incentivize and sustain user engagement over time. By democratizing access to AI-driven tools for social good, empowers individuals and communities to drive real-world impact and create a more sustainable future.

Project details

SingularityNET GreenPulse / AI-powered app for Social Sustainable Development, Greenpulse aims to leverage artificial intelligence to address social and environmental challenges and promote sustainable development focused on promoting and accelerating the transition to a sustainable energy economy. The app will serve as a platform that connects users, NGOs, businesses, and governments to collaborate on initiatives, share resources, and gather insights for informed decision-making.

Complementing the transformative power of artificial intelligence and blockchain, through features like real-time data analysis, personalized recommendations, and community engagement, the app will facilitate the creation of innovative solutions to foster social and environmental progress on a global scale. Will help to identify opportunities and the creation of integrated strategies for reducing community impact on their environment.

By providing input data, users will establish behavior parameters and outline possible strategies and actions to help individuals and the community as a whole to reduce their impact on the environment and improve coexistence with the environment.

User and community inputs will measure carbon footprint on their daily activities,  transportation, residential, commercial and communities energy generation and consumption in all forms and stages. Will provide information to help users and communities to reduce their environmental impact and take concrete actions to reduce emissions, be more efficient and active in their recycling dynamics, and reuse of waste. Create personalized profiles, track their contributions, and access relevant information and updates where users can monitor their progress in adopting sustainable practices and track their collective impact over time. 

Through AI data analysis ASID App will provide possible solutions at-home to compensate for users' carbon footprint, monetize through incentives and will provide the possibility of making donations to different companies or institutions of choice that fight climate change and work to promote social equality, giving utility to the AGIX/ ASI token and the Cardano network. Helping  users and communities on the development and implementation of integrated strategies with the objective of evolving into a decentralized sustainable economy. 

AI and Blockchain working together has the potential to facilitate the creation of resource-efficient smart cities and comprehensive circular economy strategies.

For those of us who work on the creation of impact measurements and concrete solutions to our need to create new dynamics for production and development, the possibility of doing so has never been so evident. Today we have no excuses not to do it. Finally we have the necessary tools, it is a decision of wills. We approach this upgraded version of our application with the ambition of working in partnership with SNET and the developers of the ecosystem to jointly become leading actors in the transformation and transition towards tangible sustainable social development. Making changes and improvements based on community reviews and observations as part of the experiment of co-creation with developers of SingularityNET ecosystem.

Utilities and Functions of the AI-Powered Social Sustainable Development App: 

By addressing the needs of both individual users and urban communities, Greenpulse creates a synergistic ecosystem where individuals, organizations, and governments work together to drive positive social and environmental change.

Machine Learning and computer vision: AI algorithms will be used to analyze images and videos to identify data. By integrating these utilities and functions, the AI-powered Social Sustainable Development app will effectively empower individuals to contribute to sustainable practices while facilitating collaboration among private institutions, municipalities, and government entities to drive impactful change at the urban and community level.

 At the User Level (Individuals):

  • Personalized Action Plans: Upon sign-up, users complete a brief questionnaire to determine their interests, priorities, and available resources. Using AI algorithms, the app generates personalized action plans with tailored recommendations for sustainable actions.
  • Educational Resources: Users have access to a vast library of articles, videos, and interactive tutorials covering topics such as climate change, sustainable living practices, renewable energy, and social justice issues.
  • Community Engagement: Users can join thematic groups based on their interests, participate in forums and discussions, attend virtual events, and collaborate with like-minded individuals on projects and initiatives.
  • Gamification: The app incorporates gamified elements such as challenges, quizzes, and achievement badges to motivate users and sustain their engagement over time. Leaderboards encourage friendly competition and foster a sense of community.
  • Impact Tracking: Users can monitor their individual contributions to sustainability goals through visual dashboards and progress trackers. They receive real-time feedback on their actions' environmental and social impact, empowering them to make informed decisions.
  • Accessibility Features: The app is designed to be accessible to users of all abilities, with features such as customizable font sizes, screen readers, and language options to ensure inclusivity.
  • Data Privacy: Stringent privacy measures are in place to protect user data and ensure compliance with data protection regulations. Users have control over their data and can adjust privacy settings as needed.

At the Urban and Community Scale (Collaboration with Institutions and Government Entities):

  • Partnership Integration: Greenpulse collaborates with local governments, NGOs, businesses, and educational institutions to amplify its impact. Partner organizations contribute resources, expertise, and funding to support community-driven sustainability initiatives.
  • Community Dashboard: Municipalities and community organizations have access to a centralized dashboard that aggregates data on community engagement, environmental metrics, and sustainability initiatives. This enables them to track progress, identify areas for improvement, and measure the collective impact of local sustainability efforts.
  • Policy Recommendations: The app provides insights and data-driven recommendations to inform policy decisions at the local and regional levels. Governments can leverage this information to develop evidence-based policies and programs that promote social and environmental sustainability.
  • Resource Allocation: Greenpulse facilitates the efficient allocation of resources by connecting organizations with community needs and priorities. This ensures that resources are directed towards high-impact projects that address pressing social and environmental challenges.
  • Public Awareness Campaigns: The app serves as a platform for launching public awareness campaigns and advocacy initiatives. Through targeted messaging and outreach, Greenpulse raises awareness about pressing social and environmental issues, mobilizes public support, and fosters a culture of sustainability within communities.

Our strategy for integrating existing AI data is pivotal in ensuring the efficacy and ethical use of our platform. By forging partnerships, employing data fusion techniques, and prioritizing privacy, we aim to harness the full potential of AI while upholding transparency and accountability.

  • Data Collaboration: Forge partnerships with AI research institutions, data providers, and industry experts to access diverse datasets relevant to social sustainable development.
  • Data Fusion: Implement AI algorithms for data fusion, integrating disparate datasets to derive comprehensive insights and enhance decision-making.
  • Data Quality Assurance: Employ rigorous quality assurance protocols to ensure the accuracy, reliability, and ethical use of AI-generated insights.
  • Continuous Learning: Leverage AI models for continuous learning and adaptation, refining algorithms based on user feedback and evolving data trends.
  • Privacy Protection: Prioritize data privacy and security by adhering to best practices, encryption standards, and regulatory requirements to safeguard user information.
  • Transparency and Accountability: Maintain transparency in AI data integration processes, providing users with visibility into data sources, algorithms, and decision-making criteria.
  • Ethical Considerations: Integrate ethical considerations into AI data integration strategies, ensuring fairness, transparency, and accountability in all aspects of data usage.

We believe SingularityNET Greenpulse represents a transformative initiative at the intersection of AI and social sustainable development. By fostering collaboration, empowering individuals, and leveraging technology for positive change, we aspire to create a more sustainable and equitable future for all. Join us in this journey towards a brighter tomorrow.

SingularityNET GreePulse / Arbiteria Development Collaboration Alliance: 

We have developed an alliance for the development of GreenPulse with Arbiteria. Arbiteria's vision is to create a collaborative and continually learning community of contributors to the AI ecosystem. Work closely with US clients/partners creating tools that enable our students to learn and use new technologies. Arbiteria's project was selected in DFR3, developing a SingularityNet Marketplace ChatGPT plugin. Arbiteria works in collaboration and partners with Zero2AI, another award-winning team at DFR3 with the Appstorm proposal, an AI application to create an AI application in seconds. Together they worked closely focused on bringing the power of AI to everyone.

The competition and our USPs


Our team

Our team, with over a decade of experience in social sustainable development, powered by SingularityNET Ambassadors core contributors, collaborating with premium ecosystem developers and community award-winning teams, ensures excellence from conception to execution. The Arbiteria team will extend their development support for the GreenPulse project, Arbiteria’s AI mentors will work with our experts to craft tools for social sustainable development and AI as a common good.

View Team

What we still need besides budget?


Existing resources we will leverage for this project


Open Source Licensing


Describe license details and, if applicable, list any components that are not subject to this license.

Given the collaborative and community-driven nature of our project, an open-source model like the Apache License or the GNU General Public License (GPL) would likely be suitable. These licenses allow for the free distribution and modification of the software while ensuring that derivative works remain open source. However, exceptions might apply to certain proprietary components or third-party integrations that are not compatible with open-source licensing requirements. These exceptions would need to be carefully managed to ensure compliance with licensing agreements and maintain the integrity of the open-source model.

Links and references  / EnergiaSocial #energywithpurpose  / Arbiteria AI mentors and team 

AI services (New or Existing)

SustainAI - AI for Social Sustainable Development


New AI service


SustainAI aims to revolutionize social sustainable development by leveraging AI technologies to empower individuals and communities to take meaningful action towards environmental and social causes. Through personalized recommendations educational resources and community engagement tools SustainAI facilitates collective action and drives positive change on a global scale.

AI inputs

SustainAI inputs user preferences behavior location and environmental data including user profiles interactions social media feeds and community feedback. It also integrates external sources like climate and socio-economic data for richer insights.

AI outputs

SustainAI provides personalized action plans educational resources and community engagement opportunities. Users get tailored recommendations based on interests and location alongside educational content community events and insights on sustainability progress.

Proposal Video

Placeholder for Spotlight Day Pitch-presentations. Video's will be added by the DF team when available.

  • Total Milestones


  • Total Budget

    $138,500 USD

  • Last Updated

    19 May 2024

Milestone 1 - Project Initiation & Blueprint Layout


This milestone marks the beginning of our journey towards developing the greenpulse app. We will establish the project framework gather requirements and set up the necessary infrastructure for effective project management and communication.


1. Project kick-off meeting. 2. Detailed project plan and timeline. 3. Requirement gathering and analysis report. 4. Setup of project management tools and communication channels.


$10,000 USD

Milestone 2 - Prototype Development


In this phase we will focus on translating our ideas into a tangible prototype. Through design mockups and core feature development we aim to create a functional prototype that showcases the key functionalities of the app.


1. Design mockups and wireframes. 2. Development of core features: personalized action plans educational resources. 3. Basic user interface and user experience (UI/UX) design. 4. Initial testing and feedback collection from stakeholders.


$20,000 USD

Milestone 3 - Feature Enhancement


Building upon the prototype we will enhance the app's features to create a more engaging and user-friendly experience. By integrating community engagement tools and gamification elements we strive to make "greenpulse" a platform that inspires and empowers users to take action.


1. Integration of community engagement tools: forums events. 2. Gamification elements implementation: challenges rewards. 3. Enhancement of UI/UX based on user feedback. 4. Beta testing phase with selected user groups.


$15,000 USD

Milestone 4 - Partnership Integration


Collaboration is essential for the success of greenpulse. In this milestone we will establish strategic partnerships with organizations and institutions to amplify our impact and reach. By integrating partnership features we aim to create a robust ecosystem for collective action and collaboration.


1. Establish partnerships with NGOs businesses and government entities. 2. Integration of partnership features: collaboration tools resource allocation. 3. Data collaboration agreements with AI research institutions. 4. Initial rollout plan for partnership activation.


$18,000 USD

Milestone 5 - Scaling and Optimization


As we prepare for launch we will focus on scaling the app to accommodate a larger user base and optimizing its performance. Through scalability assessments and performance testing we aim to ensure that greenpulse delivers a seamless experience to users.


1. Scalability assessment and optimization of infrastructure. 2. Performance testing and optimization of AI algorithms. 3. Accessibility features implementation. 4. Continuous improvement based on user feedback and data analytics.


$20,000 USD

Milestone 6 - Final Testing and Refinement


In this phase we will conduct comprehensive testing to ensure the quality and reliability of the app. Through user acceptance testing and bug fixing we will refine the app to meet the highest standards of excellence before launch. In this most relevant phase we will incorporate experts in the different areas of development into the testing and refining stage of the product and the analysis of results.


1. Comprehensive QA testing across all features and platforms. 2. User acceptance testing (UAT) with diverse user groups. 3. Bug fixing and performance optimization. 4. Finalization of documentation and user guides.


$15,000 USD

Milestone 7 - Token Model Development and Design


This milestone focuses on the development and design of the token model for our project's ecosystem. It involves defining the token's characteristics such as type utility distribution and tokenomics as well as designing its visual identity and branding elements. The goal is to create a token model that aligns with the project's objectives fosters community engagement and incentivizes user participation.


1. Token Type Definition: Specify the type of token (e.g. utility token) and its key characteristics. 2. Value Proposition: Outline the token's value proposition including its utility within the ecosystem and benefits for token holders. 3. Utility Description: Detail the token's utility within the platform such as access to features governance rights or incentives. 4. Distribution Plan: Define the token distribution strategy including initial token sale rewards mechanisms and allocation mechanisms. 5. Tokenomics Model: Develop the tokenomics model including total supply inflation or deflation mechanisms burning mechanisms and staking mechanisms. 6. Visual Identity: Design the visual identity and branding elements for the token including logo colors typography and imagery. 7. Legal and Regulatory Compliance: Ensure compliance with relevant regulations and guidelines such as securities laws consumer protection regulations and tax laws. 8. Documentation: Prepare documentation outlining the token model including a whitepaper technical specifications and legal disclaimers.


$15,000 USD

Milestone 8 - Launch and Post-Launch Support


The final milestone marks the official launch of greenpulse. With a robust marketing campaign and ongoing post-launch support we will introduce the app to the world and continue to iterate and improve based on user feedback and insights.


1. Official launch of "greenpulse" app. 2. Marketing and outreach campaign rollout. 3. Post-launch support and monitoring. 4. Evaluation of key performance indicators (KPIs) and adjustment of strategies as needed.


$25,500 USD

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Reviews & Rating

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2 ratings
  • 1
    May 18, 2024 | 12:16 PM



    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Add expert opinion for the final result

    The author clearly aims to reshape community engagement and action on environmental and social causes through AI technology. This goal is very good, but in terms of feasibility, it needs to be really serious in planning and implementation. I can feel this seriousness through the author's presentation.
    My only small suggestion is that at milestone 6, which is testing and refining, the presence of experts is needed to get the best results - they are the people with expertise who contribute to confirming the product results.

    May 19, 2024 | 8:24 PM
    Project Owner

    Thank you Max for your time to review our proposal for your support and your comments, much appreciated, we have followed your recommendation and incorporated the detail of the participation of experts in MIlestone #6. The objective will be to generate at the beginning of the bluprint layout, carry out workshops with experts to validate the functionalities and in all the smilestones a closing of retrospective and evaluation to strengthen the team and enhance the results.

  • 1
    Joseph Gastoni
    May 13, 2024 | 3:04 AM



    • Feasibility 5
    • Viability 4
    • Desirabilty 4
    • Usefulness 5
    Greenpulse is a well-developed proposal

    Greenpulse is a well-developed proposal with a strong social impact focus. Careful planning and execution are required to address data security, build trust with users, and establish strong partnerships. Evaluating the app's impact on user behavior and achieving sustainability goals  is crucial.


    • Moderate: Developing the app requires expertise in AI, data analysis, and user interface design.
    • Data privacy considerations and ethical use of AI are crucial aspects to address.
    • Strengths: The project outlines a clear technical approach with features like personalized recommendations and community engagement tools.
    • Weaknesses: The complexity of the platform and data security measures need careful planning.


    • Moderate: The success depends on attracting and retaining users, as well as establishing partnerships with NGOs, governments, and businesses.
    • Strengths: The focus on social good and gamification elements can be attractive to users. Partnerships can extend reach and impact.
    • Weaknesses: Building trust with users regarding data privacy and ensuring long-term funding are crucial.


    • High: A platform promoting sustainable practices and facilitating community action is highly desirable.
    • Strengths: The focus on personalized action plans, educational resources, and community engagement caters to users' interests.
    • Weaknesses: The app's effectiveness in promoting behavior change and user engagement needs evaluation.


    • High: Greenpulse has the potential to be a valuable tool for individuals and communities to contribute to sustainable development.
    • Strengths: The combination of AI-powered recommendations, data analysis, and collaboration tools can be highly beneficial.
    • Weaknesses: The effectiveness of the app in achieving its goals needs to be demonstrated through pilot programs and user feedback.

    Besides, the project should consider:

    • A well-defined strategy for data collection, analysis, and use is crucial for ensuring data privacy and ethical AI practices.
    • Partnerships with local NGOs and community organizations can increase the app's relevance and adoption.
    • A clear plan for user engagement and ongoing content creation is necessary to maintain user interest over time.

    Here are some strengths of this project:

    • Combines AI with social good for a compelling purpose - promoting sustainable development.
    • Offers a comprehensive user experience with personalized action plans, educational resources, and community features.
    • Plans to integrate partnerships with NGOs, governments, and businesses for wider impact.

    Here are some challenges to address:

    • Ensuring robust data security measures and user trust regarding data privacy.
    • Building strong partnerships with organizations to contribute resources and expertise.
    • Demonstrating the app's effectiveness in promoting behavior change and achieving sustainability goals.

    By focusing on data privacy, building strong partnerships, and continuously evaluating the app's impact, Greenpulse can become a valuable tool for empowering individuals and communities to work towards a more sustainable future.

    May 19, 2024 | 8:27 PM
    Project Owner

    Thank you Joseph for your time in reviewing our proposal for your support. The proposal presents an opportunity to use AI to balance its energy and environmental impact. An enormous challenge that we have ahead of us. Thank you for your comments, much appreciated.


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