Case Study

Client Background: Sitarampeth Village, nestled in the buffer area of Tadoba Andhari Tiger Reserve (TATR), stands as a testament to the delicate balance between human habitation and wildlife. The region, known for its rich biodiversity, has faced challenges with human-animal conflicts, particularly incidents of tiger attacks on locals. With the village perched on the edge of the reserve, the need for a robust solution to mitigate these conflicts became imperative. Business Objective:  The primary goal was to implement an effective human-animal conflict mitigation system that not only alerts authorities to animal movements near human settlements but also enhances the safety of both wildlife and the local community. The challenges included instances of tiger attacks on residents and the potential danger of encountering wildlife, especially tigers, during nightly activities. Our Solution:  Virtual Wall – A Revolution in Conflict Mitigation: Our team developed the Virtual Wall, a revolutionary human-animal conflict mitigation system tailored for the specific needs of Sitarampeth Village. This system encompasses a sophisticated installation setup, featuring lights, hooters, cameras, and a comprehensive power and connectivity panel. Placed strategically at the periphery of villages, the cameras utilize AI image detection to identify the movements of various wildlife species, including tigers, leopards, bears, and elephants. Our Installation set and collaboration with the forest officials and villagers: The AI algorithms, boasting an impressive near-zero error rate, proficiently identify animals even in low-light or dark conditions. When an animal is detected, alerts and notifications are swiftly sent to relevant authorities, enabling immediate intervention. This real-time response minimizes the risk of potential mishaps and ensures the safety of both the community and wildlife. Here are some of the animal photographs taken from our cameras Outcome: The system goes beyond mere detection; it facilitates meticulous tracking and monitoring of individual tigers. By identifying specific behavioral shifts, such as the breaking of canine teeth or the onset of aging, the system predicts when a tiger might become more prone to hunting humans or livestock (such as cows and sheep). This proactive approach enables timely measures for the safety of both wildlife and communities. Since the implementation of the Virtual Wall system, the positive impact has been significant. Over 175  triggers have been sent in the past 7 months to authorities, preventing animal attacks and safeguarding the local population and livestock. Notably, there have been zero casualties reported among residents or animals. The system’s efficiency is highlighted by its quick detection time, taking only 3 seconds for the camera to identify an event, such as an animal approaching the designated area. This rapid response time is crucial in preventing potential conflicts. The predictive capabilities of our solution have proven invaluable in understanding conflict patterns and wildlife movements. In a nearby village, where human-wildlife conflicts were once a prevalent concern, approximately 10 individuals, including livestock, fell victim to tiger attacks However, post the implementation of Virtual wall, no such incidents have been reported, underscoring the system’s efficacy in fostering peaceful coexistence between humans and wildlife. The Virtual Wall has emerged as a beacon of hope for Sitarampeth Village, showcasing the potential of technology in mitigating human-animal conflicts. By seamlessly integrating AI and comprehensive monitoring systems, we have not only saved lives but also contributed to the harmonious coexistence of the local community and the magnificent wildlife in the Tadoba Andhari Tiger Reserve. The success of this project serves as a model for other regions grappling with similar challenges, offering a scalable and effective solution for human-wildlife conflict mitigation. The implementation has been well received by the locals and authorities alike. Check out our media coverage here

Client Background The official mobile application of a prominent national leader offers a dynamic platform for enhanced government-citizen interaction. This app stands out by delivering real-time updates, facilitating direct communication, and hosting interactive forums. Among its notable features are regular news updates, personalized messages from the national leader, and the introduction of a Public Survey, aimed at collecting public opinions to shape policy decisions. Available on major mobile operating systems (android and IoS), the app boasts over 10 million downloads and serves as a vital channel for knowledge dissemination, without necessitating user registration. Business Objective The primary goal was to broaden the scope and accessibility of the survey by attracting a wider segment of the population. This was to be achieved by integrating Gen AI-powered multilingual text and voice support, thereby making the survey more comprehensive and inclusive. Solution The enhancement focused on multilingual support for the survey, initially covering four major languages: Hindi, English, Marathi, and Gujarati. This approach encompassed several key features: Features Language selection: Users can choose their preferred language for the survey interface and responses. Multilingual support: Text-to-voice: Questions are read aloud in the chosen language. Voice-to-text: Users can respond using voice commands in their selected language. User-friendly interface: Intuitive design promotes a smooth user experience AI-powered input handling: An advanced AI engine interprets user input accurately and contextually, regardless of the language used A robust data storage solution captures and stores user responses, query logs, and chat history for analysis and improvement. Flow The enhancement focused on multilingual support for the survey, initially covering four major languages: Hindi, English, Marathi, and Gujarati. This approach encompassed several key features: User selects their preferred language. The survey questionnaire is displayed in the chosen language, with the option for text-to-voice reading. Users respond to the survey, either through text input or voice commands in their chosen language. Survey results are captured and stored in the database for analysis. This solution aims to enhance the reach and inclusivity of the Jan Man Survey by offering multilingual support powered by Gen AI technology.     Outcome The integration of GenAI-powered multilingual support in the Jan Man Survey resulted in a significant increase in participation from diverse regions across India. Key findings: Increased participation: The number of survey responses increased compared to the previous survey conducted solely in Hindi and English. Enhanced inclusivity: Citizens from regions with languages like Marathi and Gujarati were able to participate more actively, leading to a more comprehensive picture of public opinion across the country Improved user experience: The user-friendly interface and voice-based options offered a more accessible and convenient way for individuals to engage with the survey. Valuable insights: Analysis of captured data, including query logs and chat history, provided valuable insights into public sentiment and areas for further improvement in future surveys. Overall, the implementation of multilingual support demonstrated the potential of Generative AI to enhance the comprehensiveness and inclusivity of public engagement initiatives.

Client Background Our client, established in 2015, is the premier public policy think tank of a national government, with the goal of fostering economic growth and social progress. Led by the nation’s Prime Minister, the organization is pivotal in shaping transformative national development strategies. It offers technical guidance across governmental levels and promotes synergistic efforts among federal, state, and local entities, positioning itself as the cornerstone of the country’s policy-making and development initiatives. Business Objective The project aimed to develop and deploy an extensive knowledge infrastructure for the client’s initiative targeting central, state, and local government layers. The primary goal was to fortify government stakeholders at different echelons by providing them with accessible and actionable insights in pivotal sectors, notably Skilling and Agriculture. This initiative was designed to cultivate a centralized knowledge hub that would facilitate state, district, and local government officials with Gen AI-enhanced tools, offering immediate access to information and best practices in these critical areas, thereby enabling informed decision-making and fostering impactful regional developments. Solution The core challenge was to empower government officials nationwide with readily available knowledge to aid in informed decision-making, specifically in the vital sectors of skills development and agriculture. Our solution entailed the creation of the GenAI Help Desk, a chatbot-driven web application, which serves as a central repository for pertinent information. Features Targeted Sectors: Focuses on Skills and Agriculture, providing tailored information.   Comprehensive Content: Includes over 3,000 documents on schemes, policies, and best practices, emphasizing quick access and clarity. User-Friendly Design: Customized UI/UX for efficient navigation and ease of use. Multilingual Support: Offers content in 11 Indian languages using Bhashini APIs, enhancing accessibility.   Features Interactive Experience: Supports both voice and text interactions for user convenience. Continuous Enhancement: Regular updates based on user feedback ensure the solution keeps improving. Benefits Knowledge Empowerment: Provides officials instantaneous access to essential information, significantly reducing dependency on conventional search methods. Informed Decision-Making: The facility to access detailed schemes, policies, programs, and best practices enables stakeholders to make well-informed choices in policy and administration, leading to more effective sector-specific strategies. Operational Efficiency: Centralizes information access, eliminating the need for extensive searches and thereby increasing overall productivity. Outcome The GenAI Help Desk initiative has notably succeeded in: Elevating Knowledge Access: Officials at various administrative levels now enjoy round-the-clock access to critical information in skilling and agriculture, streamlining the information retrieval process and conserving significant time. Refining Decision Processes: The platform’s ability to provide immediate access to detailed and relevant information supports stakeholders in making enlightened decisions, thereby enhancing the quality of policy formulation and administration. Boosting Efficiency:By centralizing resource access, the platform reduces the need for dispersed searches, thereby improving efficiency. Expanding Linguistic Reach: With support for 11 languages, the initiative ensures inclusivity, catering to a broad spectrum of officials across the nation and bridging potential language barriers. Ongoing Platform Evolution: Continuous feedback-driven refinements ensure that the platform remains responsive to the changing needs of its users, maintaining its relevance and effectiveness in facilitating government operations.

Client Background Our esteemed client operates at the helm of India’s agricultural sector, with a mission that extends to safeguarding food security, enhancing farmer welfare, and advocating for sustainable agricultural practices. Faced with challenges such as fragmented landholdings, the unpredictability of climate change, market inefficiencies, and the digital divide in technology adoption, the organization is at the forefront of transforming the agricultural landscape. Business Objective To empower Indian farmers, this project seeks to address four key challenges: the inability to access real-time crop prices in mandis, unpredictable weather impacting planning, a gap in receiving crucial updates, and language barriers hindering resource access. By providing real-time data, localized weather forecasts, a centralized information platform, and multilingual support, the project aims to bridge these gaps and empower farmers to make informed decisions and improve their agricultural practices. Solution Leveraging the power of Generative AI, the Kisan Sahayak App stands as a testament to our commitment to integrating advanced technology for the betterment of the farming community Features Real-time market data: Leverage reliable and comprehensive market data sources to deliver up-to-date pricing information to farmers directly through the app. Personalized price suggestions: Utilize AI-powered insights to suggest optimal prices for crops based on the farmer’s location and historical data.     Hyperlocal weather forecasting: Offer accurate and location-specific weather forecasts through AI and weather data integration. Interactive chatbot: Implement a conversational AI chatbot to answer farmer queries in multiple languages (Hindi, English, Marathi, Kannada, Malayalam, Gujarati, Telugu, Tamil, and Bengali) through voice or text. Multilingual support: Ensure inclusivity by providing the entire app interface and chatbot support in various languages, removing language barriers   Impact and Future Prospects While the full impact of this initiative is yet to be quantified, early indicators suggest a transformative effect on the agricultural sector: Information Accessibility: The initiative aims to significantly increase farmers’ access to vital information, enhancing their ability to make informed decisions. Confidence in Decision-Making: Preliminary feedback points to a noticeable improvement in farmers’ confidence levels concerning crop pricing and agricultural strategies. Inclusive Engagement: The multilingual capabilities of the platform have broadened its reach, engaging a wider spectrum of the farming community previously hindered by language barrier. Operational Efficiency: The application of real-time data and AI-generated insights is expected to drive operational efficiencies and yield improvements, contributing to the overall prosperity of the agricultural sector.