Kenya - Business creation project

Describe your project or startup in a few words

Loews aims to develop a locust early warning system leveraging Geospatial Data and Generative AI to map out locust breeding grounds for early intervention , protecting agriculture and reducing economic losses.

01.01 Describe your project in more detail

Loews aims to develop a comprehensive locust early warning system using advanced geospatial data to map breeding grounds for timely intervention. This system will empower stakeholders, including farmers, the government, and other agencies in Kenya, with real-time information and in-depth analysis on locust outbreaks and mitigation strategies. By leveraging Retrieval Augmented Generation (RAG) techniques and generative AI models like GPT-3.5-turbo, the system will enable, for example, a farmer to query domain-specific models via chat for information on hazardous pesticides to avoid. Projections will be based on support forms created for farmers to report locust sightings in Kenya. The data collected will also be used to develop better predictive geospatial models. Lastly, a Mitigation Page will be included to provide credible videos and Articles from sources such as Ministry of Agriculture, and FAO.

01.02 What is the main problem you are trying to solve?

In Kenya, where agriculture is vital for the economy and the livelihoods of millions, recurring locust outbreaks pose a substantial threat to agricultural sustainability, food security, and economic stability. The unpredictable nature of these outbreaks, driven by a complex interplay of ecological, climatic, and environmental factors, renders traditional prediction and management methods ineffective, often resulting in devastating consequences. During a recent locust infestation, over 70,000 hectares of land were impacted, affecting an estimated 3 million people with severe acute food insecurity. Overall, the invasion affected over 7 million hectares of crops and cost the region over $40 million to mitigate. Existing strategies for locust outbreak forecasting and control in Kenya face notable constraints, struggling to adapt to swiftly evolving locust populations and delaying effective responses.

01.03 Tell us the major benefits and/or advantages of using the product/service that your project intends to provide (at least 3).

The locust early warning system by Loews offers several key benefits - 1. Timely Interventions - By leveraging advanced geospatial data and predictive analytics, the system provides real-time identification of locust breeding grounds, allowing for prompt and targeted interventions to prevent outbreaks. 2. Empowered Decision-Making - Farmers, government agencies, and other stakeholders receive up-to-date information and in-depth analysis on locust outbreaks and mitigation strategies, enabling informed decision-making and effective resource allocation. 3. Enhanced Predictive Accuracy - The integration of support forms for reporting locust sightings and the use of AI models like GPT-3.5-turbo improve the accuracy of predictive geospatial models, leading to better forecasting and more efficient management of locust populations. 4. Comprehensive Support and Resources - The Mitigation Page offers credible videos and articles from sources like the Ministry of Agriculture and FAO.

01.04 Please describe who exactly your project is aimed at serving. Who are the targeted beneficiaries?

The locust early warning system by Loews is aimed at serving a diverse range of stakeholders in Kenya, primarily focusing on: 1. Farmers - Small-scale and large-scale farmers who rely on agriculture for their livelihoods will benefit from timely and accurate information to protect their crops and reduce economic losses. 2. Government Agencies - National and local government bodies responsible for agricultural management and disaster response will gain access to valuable data and predictive models to formulate and implement effective locust control strategies. 3. Agricultural Organizations - NGOs, research institutions, and other organizations involved in agricultural sustainability and food security can utilize the system for data-driven decision-making and resource allocation. 4. Local Communities - Residents of locust-affected areas will benefit indirectly through improved food security and economic stability as a result of more effective locust outbreak management.

01.05 When did you start working on your project?

2024-01-21

01.06 How many other partners are associated with your business venture?

0

01.07 Among the other partners, how many are female?

0

01.08 Please describe the profile of each of the other partners (skills, experience, etc.)

N/A

01.09 If you have a website, a social media page (Facebook, Instagram, Linkedin…), or app, please provide the link here:

https://github.com/john-thuo1/loews

01.10 Which industry best describes your project?

b) Materials (agriculture, fishing, chemical products, construction materials, containers and packaging, metals and mining, paper and forest products)

02.01.01 My project contributes to the No poverty goal

7 - Strongly Agree

02.01.02 No poverty - Justification

My project idea contributes to the "No poverty" goal by empowering farmers with tools and information to protect their crops from locust infestations, thereby safeguarding their livelihoods. By providing timely interventions and access to accurate data, we help mitigate economic losses caused by crop destruction, ultimately reducing poverty levels in locust-affected regions.

02.02.01 My project contributes to the Zero hunger goal

7 - Strongly Agree

02.02.02 Zero hunger - Justification

My project idea strongly contributes to the "Zero Hunger" goal by enhancing food security and promoting sustainable agriculture. Through our locust early warning system, we help prevent crop damage caused by locust infestations, ensuring a more stable food supply for communities. By empowering farmers with accurate information and timely interventions, we support sustainable agricultural practices, ultimately working towards ending hunger and improving nutrition in locust-affected regions.

02.03.01 My project contributes to the Good health and well-being goal

5

02.03.02 Good health and well-being - Justification

While not directly targeting health, the project indirectly contributes to the "Good Health and Well-being" goal. By mitigating locust outbreaks and protecting crops, I help ensure a stable food supply, which is fundamental for maintaining good health and well-being. Access to nutritious food promotes physical health, while economic stability resulting from preserved crops fosters mental well-being in affected communities.

02.04.01 My project contributes to the Quality education goal

6

02.04.02 Quality education - Justification

My idea contributes to the "Quality Education" goal by providing educational resources and training opportunities related to locust management and agricultural sustainability. Through our platform, farmers and stakeholders gain access to information on locust outbreaks and mitigation strategies, enhancing their knowledge and skills in pest control and sustainable agriculture practices. By promoting lifelong learning in these critical areas, we support the development of a more resilient and educated farming community.

02.05.01 My project contributes to the Gender equality goal

3

02.05.02 Gender equality - Justification

Currently I am the only member but will adhere to Gender Equality upon expansion.

02.06.01 My project contributes to the Clean water and sanitation goal

2

02.06.02 Clean water and sanitation - Justification

N/A

02.07.01 My project contributes to the Affordable and clean energy goal

2

02.07.02 Affordable and clean energy - Justification

N/A

02.08.01 My project contributes to the Decent work and economic growth

7 - Strongly Agree

02.08.02 Decent work and economic growth - Justification

My startup strongly contributes to the "Decent Work and Economic Growth" goal by bolstering agricultural productivity and economic stability in locust-affected regions. By mitigating crop damage and providing timely interventions, we help safeguard farmers' livelihoods, ensuring they have the opportunity for full and productive employment. Additionally, our platform promotes sustainable agriculture practices, which support long-term economic growth by enhancing resilience to environmental challenges and fostering inclusive economic development within the agricultural sector.

02.09.01 My project contributes to the Industry innovation and infrastructure

7 - Strongly Agree

02.09.02 Industry innovation and infrastructure - Justification

My startup strongly contributes to the "Industry Innovation and Infrastructure" goal by pioneering innovative solutions for agricultural resilience and disaster management. We leverage advanced geospatial technology and AI algorithms to develop a locust early warning system, enhancing the resilience of agricultural infrastructure to pest infestations. By fostering innovation in agricultural technology and promoting the adoption of resilient infrastructure, our project supports inclusive and sustainable industrialization, ultimately driving economic growth and enhancing the overall resilience of agricultural systems.

02.10.01 My project contributes to the Reduced inequalities goal

2

02.10.02 Reduced inequalities - Justification

N/A

02.11.01 My project contributes to the Sustainable cities and communities goal

7 - Strongly Agree

02.11.02 Sustainable cities and communities - Justification

My startup strongly contributes to the "Sustainable Cities and Communities" goal by fostering resilience and sustainability in rural areas, which are often the backbone of urban food supply chains. By mitigating locust outbreaks and ensuring stable food production in agricultural communities, we support the overall resilience and sustainability of cities and human settlements. Additionally, our project promotes inclusive and collaborative approaches to pest management, fostering community engagement and empowerment in addressing agricultural challenges. This contributes to building inclusive, safe, and resilient communities across both rural and urban areas.

02.12.01 My project contributes to the Responsible consumption and production goal

2

02.12.02 Responsible consumption and production - Justification

N/A

02.13.01 My project contributes to the Climate action goal

7 - Strongly Agree

02.13.02 Climate action - Justification

7 - Strongly Agree My startup contributes significantly to the "Climate Action" goal by addressing the environmental factors driving locust outbreaks, such as climate change. By utilizing advanced geospatial data and AI algorithms, we enhance our understanding of locust breeding patterns and their relationship to climatic conditions. This knowledge allows us to develop proactive strategies for early intervention, minimizing the environmental impact of locust infestations on agricultural ecosystems. Additionally, our promotion of sustainable agricultural practices fosters resilience to climate change and reduces the vulnerability of farming communities to its impacts. Through these efforts, we take urgent action to combat climate change and mitigate its adverse effects on agriculture and ecosystems.

02.14.01 My project contributes to the Life below water goal

3

02.14.02 Life below water - Justification

N/A

02.15.01 My project contributes to the Life on land goal

4

02.15.02 Life on land - Justification

N/A

02.16.01 My project contributes to the Peace justice and strong institutions goal

2

02.16.02 Peace justice and strong institutions - Justification

N/A

02.17.01 My project contributes to the Partnerships for the goal

6

02.17.02 Partnerships for the goal - Justification

My startup strongly contributes to the "Partnerships for the Goal" by fostering collaboration and cooperation among various stakeholders involved in addressing locust outbreaks and promoting sustainable agriculture. We actively engage with farmers, government agencies, NGOs, research institutions, and other organizations to exchange knowledge, share data, and coordinate efforts in locust monitoring and control. Additionally, we collaborate with international partners and stakeholders to leverage resources and expertise, ensuring a comprehensive and effective approach to combating locust infestations and achieving sustainable development goals. Through these partnerships, we strengthen the means of implementation and revitalize the global partnership for sustainable development.

05.01 There are a large number of customers who already use a product/service very similar to the product/service we envision creating.

4

05.02 The product/service we envision creating represents an entirely new type of product/service.

3

05.03 The product/service we envision creating could be described as a new technology.

5

05.04 The product/service we envision creating is an improvement on an existing product or service.

7 - Strongly Agree

05.05 The product/service we envision creating could be described as an extension of a range of products or services.

7 - Strongly Agree

05.06 The product/service we envision creating responds to a demand or need that has not been satisfied by other products/services.

5

05.07 The product/service we envision creating is a new version of an old product/service.

6

05.08 Justification

05.09 Who are your main potential competitors and what makes you stand out from them?

1. Food and Agriculture Organization (F.A.O).

10.06 Are you initiating actions within your community to promote the role of female entrepreneurs?

Currently , No but I do look forward to engaging in this some more in future.