Sanicle-Google for Period
- United States
- For-profit, including B-Corp or similar models
The current scenario highlights a critical lack of menstrual health support in workplaces globally, adversely affecting billions of women. Statistics show that about 45.2% of women in the U.S. workforce grapple with menstrual health issues, resulting in an average of 5.8 missed workdays annually. With approximately 37.1 million affected women in the U.S. workforce, the financial loss due to absenteeism totals around $1.17 billion yearly, based on an average annual salary of $50,000 and 260 workdays per year.
The problem we aim to address is the absence of menstrual health awareness and support in workplaces, negatively impacting individual well-being, organizational productivity, and gender equality efforts. This gap presents a multifaceted challenge, with menstruation-related issues affecting billions of women worldwide. The lack of resources and understanding in the workplace leads to decreased productivity, absenteeism, and emotional distress among menstruating employees.
Failure to address this issue perpetuates gender inequality, hindering progress toward inclusive workplaces. Emotions surrounding this problem range from frustration and embarrassment to anxiety and resentment, contributing to a toxic work environment.
Sanicle AI is at the forefront of addressing this pressing issue, offering solutions to enhance menstrual health awareness and support, thereby improving workplace productivity and fostering gender equality. Globally, women face discomfort, pain, and stigma related to menstruation, impacting their professional lives. Our aim is to provide comprehensive support and resources to empower women and create healthier, more inclusive work environments.
Sanicle AI introduces innovative features to bolster menstrual health support in workplaces. Among these is geospatial analytics integration, enabling organizations to grasp the correlation between menstrual health factors, workplace dynamics, and employee well-being.
Utilizing a geospatial model, Sanicle AI scrutinizes workplace wellness-related aspects, social determinants of health, and menstrual health outcomes to pinpoint regions where menstrual health concerns may disproportionately impact employees. This data is visualized on a dashboard, furnishing HR officials with insights to strategize targeted interventions such as educational campaigns, wellness programs, and resource allocation.
Moreover, Sanicle AI amalgamates open-source menstrual health datasets with proprietary platform data, catering tailored menstrual health analytics and recommendations to each organization's distinct needs.
These features empower organizations to proactively address menstrual health challenges, fostering a supportive environment for employees and enhancing overall well-being.
Sanicle AI, an AI-powered solution, is tailored to address menstrual health needs in workplaces. Seamlessly integrating into existing systems, it offers a user-friendly interface accessible to employees. Employing natural language processing (NLP) and machine learning algorithms, Sanicle AI comprehends and responds to menstrual health inquiries, furnishing accurate information, guidance, and support.
Accessible through web platforms, mobile apps, and messaging platforms like WhatsApp, the AI chatbot delivers educational resources and personalized recommendations, elevating menstrual health support for employees. Moreover, Sanicle AI facilitates confidential discussions between employees and HR departments regarding menstrual health issues and accommodations.
By automating tasks and providing timely assistance, Sanicle AI bolsters workplace productivity, reduces absenteeism, and fosters inclusivity. It also gathers anonymized data on menstrual health trends within organizations, aiding HR departments in identifying areas for enhancement and implementing targeted interventions, thus promoting continuous improvement in menstrual health support initiatives.
In essence, Sanicle AI is an advanced solution empowering organizations to prioritize menstrual health and well-being in the workplace. Leveraging AI technology, it streamlines access to information, support services, and accommodations, ultimately enhancing employee satisfaction, productivity, and retention.
Sanicle further enhances its menstrual health benefits program by integrating cutting-edge technology, including Vertex AI's advanced search capabilities and healthcare solutions. By incorporating Vertex AI Search for Healthcare, Sanicle simplifies clinician workflow, ensuring swift access to pertinent information. The Healthcare Data Engine and MedLM enable Sanicle to amalgamate diverse data sources, offering personalized menstrual health solutions and support for employees, thereby optimizing healthcare processes and ensuring tailored care for menstrual health needs.
Sanicle AI primarily serves the female workforce within various organizations, aiming to directly and significantly improve their menstrual health and overall well-being. This target population includes women of diverse backgrounds, ages, and professions, who currently face challenges related to menstrual health that often go unaddressed in the workplace.
Many women in the workforce experience menstrual-related issues, including discomfort, pain, and emotional distress, which can significantly impact their ability to perform optimally at work. Moreover, the stigma surrounding menstruation often leads to a lack of understanding and support from employers, exacerbating the challenges faced by menstruating employees.
Currently, the menstrual health needs of women in the workforce are often underserved, with limited resources and support available in many workplaces. Employees may feel reluctant to discuss menstrual health issues openly, leading to a lack of awareness and understanding among employers and colleagues.
Sanicle AI addresses these challenges by providing comprehensive support and resources tailored to menstrual health awareness and management. By integrating seamlessly into existing workplace systems, Sanicle AI offers a user-friendly interface accessible to employees, enabling them to access information, support services, and accommodations related to menstrual health.
Through the use of natural language processing (NLP) and machine learning algorithms, Sanicle AI understands and responds to inquiries related to menstrual health, providing accurate information, guidance, and support. This empowers employees to seek help and advice in a confidential and non-judgmental manner, reducing the stigma associated with menstruation in the workplace.
Additionally, Sanicle AI facilitates communication between employees and HR departments, enabling confidential discussions about menstrual health issues, accommodations, and support services. By automating routine tasks and providing timely assistance, Sanicle AI helps improve workplace productivity, reduce absenteeism, and foster a supportive and inclusive work environment.
Furthermore, Sanicle AI collects anonymized data on menstrual health trends within organizations, allowing HR departments to identify areas for improvement and implement targeted interventions. This data-driven approach enhances decision-making and promotes continuous improvement in menstrual health support initiatives.
Sanicle AI directly impacts the lives of women in the workforce by providing them with the support and resources they need to manage their menstrual health effectively. By addressing the unique needs of menstruating employees, Sanicle AI helps create a more inclusive and supportive workplace environment, ultimately enhancing the overall well-being and productivity of female workers.
Our team at Sanicle is well-positioned to deliver this solution because we have a deep understanding of the challenges faced by menstruating employees in the workplace, as well as the expertise to develop innovative technology solutions to address these challenges.
As the Team Lead, I have personally experienced the impact of menstrual health issues in the workplace and understand the importance of providing support and resources to menstruating employees. My experiences have motivated me to lead a team dedicated to creating a solution that directly addresses the needs of this underserved population.
Furthermore, our team consists of individuals from diverse backgrounds, including women who have firsthand experience with menstrual health issues. This diversity allows us to approach the design and implementation of our solution from multiple perspectives, ensuring that we consider the unique needs and experiences of menstruating employees.
Throughout the development process, we have actively sought input from menstruating employees and HR professionals to ensure that our solution meets their needs and aligns with their priorities. We have conducted surveys, interviews, and focus groups to gather feedback on features, usability, and overall user experience.
Additionally, we have collaborated closely with organizations that specialize in women's health and workplace well-being to ensure that our solution is informed by the latest research and best practices in the field. By engaging with these stakeholders, we have been able to incorporate their insights and expertise into the design and implementation of our solution.
Our solution, Sanicle AI, is widely deployed in pilot phase with Pangia community and utilized by over 70K employees across various organizations to address menstrual health needs. Developed in collaboration with employee resource groups, our solution is B2B Software as a service and integrated into existing workplace systems. We are working on receiving substantial funding commitments totaling $3M from the FSA/HSA/HRA eligible menstrual care products Coronavirus Aid, Relief, and Economic Securities (CARES) Act, which now classifies menstrual care products as qualified medical expenses. Welfare to scale up our menstrual health platform. Our team consists of 35 volunteer members with diverse expertise in public health, technology, policy, and data science, collaborating closely with health officials to ensure the success and impact of our solution.
- Increase access to and quality of health services for medically underserved groups around the world (such as refugees and other displaced people, women and children, older adults, and LGBTQ+ individuals).
- 1. No Poverty
- 3. Good Health and Well-Being
- 5. Gender Equality
- 6. Clean Water and Sanitation
- 8. Decent Work and Economic Growth
- 9. Industry, Innovation, and Infrastructure
- 17. Partnerships for the Goals
- Pilot
We selected the "Pilot" stage because Sanicle AI has been launched in at least one community, but we are still iterating on its design and business model. While the solution is actively serving users, we are focused on refining our approach based on feedback and insights gathered during this phase. We are working to gain traction and have completed a fundraising round to support our efforts. Currently, Sanicle AI has over 70K users across multiple organizations, and we are continuously improving the solution to better meet the needs of our users.
Additionally, we have partnered with Pangia Community, leveraging their platform to onboard 70K users. We've also collaborated with employee resource groups, technology companies like Google for integration with Vertex AI and Gemini, and healthcare organizations to refine and improve our solution based on real-world feedback and user insights.
Overall, our accomplishments include the successful development, testing, and deployment of Sanicle AI, as well as serving a substantial number of customers and beneficiaries who have benefited from our solution.
We are applying to Solve because we believe in the power of collaboration and collective problem-solving to drive meaningful change. While our solution, Sanicle AI, has made significant strides in addressing menstrual health needs in the workplace, we recognize that there are still barriers to overcome in order to reach our full potential impact.
One of the key barriers we face is scaling our solution to reach a broader audience and expand our impact. While we have successfully deployed Sanicle AI in pilot communities and onboarded over 70K users, we recognize that there are still many more organizations and employees who could benefit from our solution. However, scaling requires significant resources, including financial support to invest in technology infrastructure, marketing, and outreach efforts.
Additionally, we face technical challenges in integrating our solution with existing workplace systems and ensuring compatibility with different platforms and devices. While we have made progress in this area, further technical expertise and support would be invaluable in optimizing our solution and addressing any technical barriers that may arise.
From a legal standpoint, we may encounter regulatory hurdles related to data privacy and security, especially as we collect and analyze sensitive health data. Working with legal experts who understand the intricacies of healthcare regulations and can provide guidance on compliance would be immensely helpful in navigating these challenges.
Culturally, menstrual health remains a taboo topic in many workplaces, leading to stigma and reluctance to discuss related issues openly. Overcoming cultural barriers requires not only education and awareness-building but also fostering a culture of inclusivity and empathy within organizations. Solve can help us connect with partners who specialize in diversity, equity, and inclusion initiatives and provide resources and support to promote a more supportive and understanding workplace environment.
Finally, market barriers such as competition and user adoption may pose challenges as we seek to grow and differentiate our solution in the marketplace. By participating in Solve, we hope to gain access to a network of mentors, investors, and collaborators who can offer valuable insights, connections, and resources to help us overcome these barriers and accelerate our growth trajectory.
In summary, while our primary goal is not solely to raise funds, Solve offers a unique opportunity for us to access a diverse network of partners and resources that can help us overcome financial, technical, legal, cultural, and market barriers. By leveraging the collective expertise and support available through Solve, we are confident that we can further advance our mission of empowering employees and promoting menstrual health and well-being in the workplace.
- Business Model (e.g. product-market fit, strategy & development)
- Financial (e.g. accounting practices, pitching to investors)
- Human Capital (e.g. sourcing talent, board development)
- Legal or Regulatory Matters
- Monitoring & Evaluation (e.g. collecting/using data, measuring impact)
- Product / Service Distribution (e.g. delivery, logistics, expanding client base)
- Public Relations (e.g. branding/marketing strategy, social and global media)
- Technology (e.g. software or hardware, web development/design)
Sanicle AI pioneers a novel approach to menstrual health support in workplaces by integrating the largest geo-referenced, beneficiary-level menstrual health dataset, covering over 40 million beneficiaries. This comprehensive dataset, encompassing various health indicators, is augmented with social determinants of health data and open-source geospatial models on climate-related factors. This innovative integration enables us to pinpoint areas of climate-related menstrual health vulnerability, even at the entry-level employee stage, a groundbreaking strategy in tackling menstrual health challenges in workplaces.
Unlike conventional methods, Sanicle AI seamlessly embeds within existing workplace systems, offering a user-friendly interface accessible to all employees. This strategy eliminates accessibility barriers, fostering widespread adoption within organizations and catalyzing positive impacts by prioritizing menstrual health and well-being in the workplace.
Furthermore, Sanicle AI harnesses advanced AI technology, continuously evolving through optimization on an extensive dataset comprising over 4 million hormone data points and the analysis of more than 370,000 menstrual cycles. This ensures that our personalized results remain robust and up-to-date, progressively enhancing the intelligence of our smart technology.
In terms of market disruption, Sanicle AI sets a new standard for menstrual health support, potentially transforming the landscape. By advocating for employee well-being and inclusivity, our solution not only addresses a critical need but also establishes a precedent for organizational approaches to menstrual health support. As more companies recognize the significance of prioritizing menstrual health, Sanicle AI could stimulate broader systemic changes, fostering more supportive and inclusive work environments for all employees.
Sanicle AI aims to have a significant impact on menstrual health challenges in the workplace by implementing a theory of change that links our activities to immediate outputs and longer-term outcomes for our target population.
Activity: Development and Integration of Sanicle AI
Output: User-friendly interface accessible to employees through various channels, including web platforms, mobile applications, and messaging platforms.
Outcome: Increased access to accurate information, guidance, and support related to menstrual health for employees in the workplace.
Activity: Collection and Analysis of Data
Output: Compilation of a comprehensive dataset comprising beneficiary-level menstrual health data, social determinants of health data, and climate-related factors.
Outcome: Identification of areas of climate-related menstrual health vulnerability, enabling targeted interventions and resource allocation to address specific needs.
Activity: Continuous Optimization of AI Technology
Output: Evolution of Sanicle AI through optimization on hormone data points and analysis of menstrual cycles.
Outcome: Provision of personalized and up-to-date recommendations and support tailored to the unique menstrual health needs of individual employees.
Activity: Collaboration with Partners and Stakeholders
Output: Partnerships with employee resource groups, technology companies, and healthcare organizations to refine and improve the solution.
Outcome: Informed decision-making, enhanced solution development, and increased adoption and impact through diverse perspectives and expertise.
Immediate outputs, such as the user-friendly interface and comprehensive dataset, facilitate increased access to menstrual health information and targeted interventions. These outputs contribute to longer-term outcomes, including improved menstrual health awareness, reduced absenteeism, enhanced productivity, and a more supportive and inclusive work environment for employees.
Evidence supporting the theory of change includes third-party research on the impact of menstrual health support in the workplace, findings from process evaluations conducted during solution development, and data from interviews with target populations regarding their menstrual health needs and experiences in the workplace.
By systematically linking activities to outputs and outcomes, Sanicle AI expects to achieve a meaningful impact on menstrual health challenges in the workplace, ultimately improving the well-being and productivity of employees.
Our impact goals for Sanicle AI are centered around improving menstrual health outcomes in the workplace and fostering a supportive and inclusive work environment.
1. Increase Access to Menstrual Health Resources:
- Goal: Ensure that all menstruating employees have easy access to accurate information, guidance, and support related to menstrual health.
- Indicators:
- Percentage of employees accessing Sanicle AI for menstrual health resources.
- Number of educational resources accessed per employee.
- Frequency of interactions with Sanicle AI per employee.
2. Reduce Absenteeism Due to Menstrual Health Issues:
- Goal: Reduce the number of workdays missed due to menstrual health issues among employees.
- Indicators:
- Percentage decrease in absenteeism related to menstrual health issues.
- Average number of workdays missed per employee due to menstrual health issues before and after implementing Sanicle AI.
- Feedback from employees regarding the impact of Sanicle AI on their ability to manage menstrual health at work.
3. Improve Workplace Productivity and Well-being:
- Goal: Enhance workplace productivity and employee well-being by addressing menstrual health challenges.
- Indicators:
- Increase in employee satisfaction scores related to menstrual health support.
- Change in productivity metrics before and after implementing Sanicle AI.
- Employee feedback on the perceived impact of Sanicle AI on their overall well-being and work performance.
4. Foster Inclusivity and Supportive Work Environment:
- Goal: Create a workplace culture that prioritizes menstrual health and fosters inclusivity and support for all employees.
- Indicators:
- Percentage of employees who feel supported in managing menstrual health at work.
- Number of workplace policies or accommodations implemented to support menstrual health needs.
- Diversity and inclusion metrics related to menstrual health awareness and support initiatives.
To measure our progress towards these impact goals, we are collecting data through various channels, including user interactions with Sanicle AI, employee surveys, productivity metrics, and feedback mechanisms. We are also leveraging third-party research and benchmarking against industry standards to assess the effectiveness of our solution in achieving its intended outcomes.
Additionally, we are aligning our impact goals with relevant indicators from the UN Sustainable Development Goals, particularly Goal 3 (Good Health and Well-being) and Goal 5 (Gender Equality), to ensure that our solution contributes to broader global efforts towards sustainable development.
By continuously monitoring and evaluating our progress against these impact goals, we can make data-driven decisions to optimize Sanicle AI and maximize its positive impact on menstrual health outcomes in the workplace.
Sanicle AI is powered by a sophisticated blend of artificial intelligence (AI) technologies, natural language processing (NLP), and machine learning algorithms. These cutting-edge technologies enable us to deliver personalized and effective menstrual health support to employees in the workplace.
At the core of our solution is our AI-powered chatbot, which serves as the primary interface for users to interact with Sanicle AI. The chatbot is built using NLP algorithms that allow it to understand and respond to natural language inquiries related to menstrual health. This technology enables users to ask questions, seek guidance, and access educational resources in a conversational manner, similar to interacting with a human expert.
To ensure accuracy and relevance, our AI chatbot is continuously trained and optimized using machine learning algorithms. These algorithms analyze large datasets comprising hormone data points, menstrual cycle patterns, and user interactions to enhance the chatbot's understanding and responsiveness over time. By leveraging machine learning, our solution becomes more intelligent and effective at providing personalized recommendations and support tailored to the unique menstrual health needs of each user.
In addition to the chatbot interface, Sanicle AI integrates with various workplace systems and communication channels, including web platforms, mobile applications, and messaging platforms like WhatsApp. This seamless integration expands the reach of our solution and ensures that employees can access menstrual health support whenever and wherever they need it.
Furthermore, our solution leverages advanced analytics capabilities to collect, analyze, and visualize menstrual health data at scale. By aggregating beneficiary-level menstrual health data, social determinants of health data, and climate-related factors, we gain valuable insights into areas of vulnerability and opportunities for targeted interventions. This data-driven approach empowers organizations to make informed decisions and allocate resources effectively to address menstrual health challenges in the workplace.
Overall, Sanicle AI harnesses the power of AI, NLP, machine learning, and advanced analytics to revolutionize menstrual health support in the workplace. By combining modern technology with evidence-based knowledge and user-centric design, we strive to benefit both individuals and organizations by promoting menstrual health awareness, improving well-being, and fostering inclusive and supportive work environments.
- A new application of an existing technology
- Artificial Intelligence / Machine Learning
- Big Data
- Crowd Sourced Service / Social Networks
- GIS and Geospatial Technology
- Imaging and Sensor Technology
- Software and Mobile Applications
- United States
- Canada
Currently, our solution team consists of:
- Full-time staff: 10 members
- Part-time staff: 5 members
- Contractors or other workers: 8 members
We have been working on our solution for Sanicle AI for approximately three years.
Our team at Sanicle AI is deeply committed to fostering diversity, equity, and inclusion in all aspects of our work. We recognize that diversity is essential for innovation and creativity, and we strive to create a workplace where every team member feels valued, respected, and empowered to contribute their unique perspectives and talents.
To ensure diversity within our team, we actively recruit and hire individuals from diverse backgrounds, including women, minorities, LGBTQ+ individuals, and individuals from different socioeconomic and cultural backgrounds. We prioritize diversity at all levels of our organization, from leadership positions to entry-level roles, to ensure that our team reflects the diverse communities we serve.
In addition to our recruitment efforts, we have implemented several initiatives to minimize barriers to opportunity for our staff and create a welcoming and inclusive environment for all team members. These initiatives include:
1. Diversity Training: We provide regular diversity training sessions for all team members to increase awareness and understanding of diversity, equity, and inclusion issues. These training sessions cover topics such as unconscious bias, cultural competency, and inclusive leadership.
2. Inclusive Policies and Practices: We have established inclusive policies and practices, such as flexible work arrangements, parental leave policies, and employee resource groups, to accommodate the diverse needs of our team members and ensure equal opportunities for all.
3. Mentorship and Support: We offer mentorship and support programs to help team members from underrepresented backgrounds thrive in their roles and advance in their careers. These programs pair junior team members with experienced mentors who provide guidance, support, and networking opportunities.
4. Diverse Leadership: Our leadership team is committed to leading by example and championing diversity, equity, and inclusion initiatives within the organization. We believe that diverse leadership is essential for driving organizational change and fostering an inclusive culture.
5. Continuous Improvement: We regularly solicit feedback from our team members through surveys, focus groups, and one-on-one conversations to identify areas for improvement and implement strategies to enhance diversity, equity, and inclusion within our organization.
Overall, our goal is to create a workplace where every team member feels valued, respected, and empowered to bring their whole selves to work. We believe that by embracing diversity, equity, and inclusion, we can build a stronger, more innovative, and more inclusive organization that positively impacts the communities we serve.
Sanicle AI operates on a B2B (business-to-business) model, providing menstrual health solutions to organizations, primarily targeting employers and workplaces. Our key customers are companies and organizations that are committed to promoting employee well-being, diversity, and inclusion.
We provide a comprehensive suite of products and services tailored to meet the menstrual health needs of employees in the workplace. These include:
1. Sanicle AI Platform: Our flagship product is a digital platform powered by artificial intelligence (AI) technology, designed to provide personalized menstrual health support and resources to employees. The platform offers features such as a smart chatbot for answering questions and providing guidance, educational resources, cycle tracking tools, and access to community forums.
2. Analytics and Insights: We offer data analytics and insights services to help organizations understand the menstrual health trends and needs of their workforce. By analyzing anonymized data collected from employees using our platform, we provide valuable insights that enable organizations to make informed decisions and implement targeted interventions to support menstrual health in the workplace.
3. Customized Programs and Workshops: We design and deliver customized programs, workshops, and training sessions on menstrual health awareness, hygiene, and management. These programs are tailored to the specific needs and preferences of each organization and can be delivered in-person or virtually.
4. Employee Support Services: We provide access to a network of healthcare professionals, counselors, and support resources to assist employees with menstrual health-related concerns. This includes virtual consultations, referrals to specialists, and access to menstrual products and accommodations.
Our customers choose Sanicle AI because they recognize the importance of prioritizing menstrual health in the workplace and understand the positive impact it can have on employee well-being, productivity, and organizational culture. By partnering with us, organizations can demonstrate their commitment to diversity, equity, and inclusion, attract and retain top talent, and create a supportive and inclusive work environment for all employees.
Our revenue model is based on subscription fees and service contracts with organizations. We offer tiered pricing plans based on the size and needs of the organization, with additional fees for customized programs and workshops. Additionally, we may generate revenue through partnerships, sponsorships, and advertising opportunities on our platform. Overall, our business model allows us to provide value to both our customers and the populations we serve, driving positive impact and sustainable growth.
- Organizations (B2B)
Sanicle AI's plan for financial sustainability revolves around a combination of revenue streams and strategic partnerships. Our goal is to establish a scalable business model that generates consistent revenue while supporting our mission of promoting menstrual health in the workplace. Here's how we plan to achieve financial sustainability:
1. Subscription Fees: We offer subscription-based access to our Sanicle AI platform, which provides organizations with comprehensive menstrual health solutions for their employees. Organizations pay recurring subscription fees based on the size of their workforce and the level of service they require. These subscription fees constitute a steady source of revenue for us and ensure ongoing access to our platform and services.
2. Service Contracts: We secure service contracts with organizations, governments, and other entities to provide customized menstrual health programs, workshops, and consulting services. These contracts involve one-time or recurring fees for the delivery of specific services tailored to the needs of the client. By offering tailored solutions to meet the unique needs of each client, we can generate additional revenue and diversify our income streams.
3. Partnerships and Sponsorships: We collaborate with corporate partners, healthcare organizations, and other stakeholders to co-develop and co-promote menstrual health initiatives. These partnerships may involve sponsorship agreements, joint marketing efforts, or revenue-sharing arrangements. By leveraging the resources and networks of our partners, we can expand our reach, access new markets, and generate additional revenue opportunities.
4. Grants and Funding: We actively pursue grants, awards, and funding opportunities from government agencies, philanthropic organizations, and impact investors that align with our mission and objectives. Grants and funding provide essential financial support for research and development, product innovation, and expansion efforts. Securing grants and funding allows us to accelerate our growth trajectory and reach more beneficiaries with our solutions.
5. Investment Capital: We seek investment capital from venture capitalists, angel investors, and impact funds to fuel our growth and scale our operations. Investment capital enables us to invest in technology development, talent acquisition, marketing, and infrastructure, positioning us for long-term success and impact. We aim to attract investors who share our vision and values and can provide strategic guidance and support as we grow.
To date, Sanicle AI has successfully secured seed funding from impact investors, angel investors, and grants from philanthropic organizations. This initial funding has allowed us to develop and launch our platform, establish key partnerships, and begin serving customers. We have also generated revenue through subscription fees, service contracts, and sponsorship agreements with corporate partners. Additionally, we continue to explore new funding opportunities and strategic partnerships to further support our growth and impact objectives.