BoundLy

[Audio] Good morning everyone, and welcome to today's presentation on BoundLy. BoundLy is a innovative self-assessment tool for foreign nationals seeking H-1B Specialty Occupation Status in the United States. Today, we will be sharing the features and benefits of this powerful tool, designed to save time and money for individuals navigating the complex immigration process. Let's dive into the world of BoundLy and see how it can help make the H-1B petition process easier and more efficient. Thank you for joining us today..

[Audio] The BoundLy presentation will discuss the H-1B Self Assessment Tool. The main mission of BoundLy is to provide a self-evaluation tool for foreign nationals interested in applying for H-1B status. This tool allows them to assess their eligibility before their potential employer files with the U S Citizenship and Immigration Services. To ensure accuracy, an AI model has been used in the development of BoundLy. This ensures a more efficient and reliable process. The model has been carefully selected and tested for effectiveness. The data used in BoundLy is collected from reliable sources, including information on H-1B requirements, regulations, and immigration process trends. The BoundLy tool has also been tested and improved for accuracy. As the market for AI tools grows, BoundLy stands out for its unique approach and accuracy. Through the development of BoundLy, the team has gained valuable lessons in the H-1B process and has continuously improved the tool. We hope this overview of the H-1B Self Assessment Tool has provided a better understanding of the purpose, data, and development process of BoundLy. Stay tuned for further slides on the features and benefits of BoundLy..

[Audio] Slide number 3 of our presentation focuses on BoundLy's U S Immigration H-1B Petition Eligibility Self-Assessment Tool. This tool is designed to help foreign students and professionals with a common problem they face when trying to enter and work in the United States. The H-1B visa is one of the most common ways for foreign workers to enter the country, but determining eligibility for this visa can be a complex and time-consuming process. Many foreign students and professionals have to navigate through extensive and complicated internet materials or seek expensive legal assistance. This is where BoundLy's self-assessment tool comes in. It offers a user-friendly interface and accurate, up-to-date information to make the process of determining eligibility for H-1B Specialty Occupation Status much easier. Our tool considers all the necessary criteria and provides an immediate evaluation of the chances of obtaining the visa. No more wasting time and money on endless research or consultations. BoundLy's tool simplifies the process and gives peace of mind to foreign students and professionals looking to work in the United States. Stay tuned for more information on how BoundLy can make your visa application process easier..

[Audio] Slide 4 out of 16: BoundLy is our company's newest tool, the U S Immigration H-1B Petition Eligibility Self-Assessment Tool. It is created for the convenience of foreign students and professionals to determine their eligibility for H-1B status easily and efficiently with the use of AI technology. BoundLy stands out for its strong foundation in U S immigration law statutes, regulations, and policies, ensuring accurate and reliable responses. Our mission is to streamline the immigration process and make it more accessible for our clients. We believe that BoundLy brings us one step closer to achieving this goal. Please continue with our presentation to learn more about the other features of BoundLy. Thank you..

[Audio] This slide focuses on BoundLy's U S Immigration H-1B Petition Eligibility Self-Assessment Tool, which is a natural language question and answer platform for obtaining H-1B status. The tool prides itself on its contextual accuracy and constantly updated information on U S statutes, regulations, and policy memoranda. Our goal is to simplify the complex immigration process for our users. Our product stands out in the immigration AI industry with its unique features, setting it apart from other vendors like visalaw.ai. Our platform is comprehensive and efficient, catering to a potential user base of approximately 427,084 individuals based on the number of H-1B petitions filed in FY24. As the demand for H-1B visas increases, our product is ready to meet the needs of those looking to work in the United States. Stay tuned for more information on our U S Immigration H-1B Petition Eligibility Self-Assessment Tool..

[Audio] "Today, we will discuss BoundLy, a powerful tool that simplifies the complex process of U S immigration H-1B petition eligibility. This tool provides accurate information for individuals seeking to work in the United States, addressing concerns of mistakes and challenges through the use of immigration laws, scholarly articles, and training. It is important to note that BoundLy is not legal advice and includes a disclaimer for this purpose. The tool may also partner with immigration attorneys for further assistance. BoundLy stays updated through the use of AI and grounded data, saving time and providing the most current information. In summary, BoundLy combines technology and expertise to efficiently navigate the challenging process of U S immigration H-1B petition eligibility. Thank you for your attention..

[Audio] BoundLy's self-assessment tool for U S immigration H-1B petitions is designed to assist with the process of obtaining an H-1B visa. One of the key aspects of this process is the H-1B eligibility assessment, which can be complex and challenging. To make this process more efficient, our tool utilizes AI technology. However, it should be noted that even with the use of AI, accurately assessing H-1B eligibility is still a difficult task due to the ever-changing immigration laws and policies. We understand that many users may not have all the necessary documentation on hand to complete the assessment. To address this issue, our tool allows users to save their progress and return to it at a later time once they have obtained the required documentation. At BoundLy, we are committed to providing a convenient and accurate tool to assist with the H-1B eligibility assessment process. Our goal is to make the immigration process easier for our users and help them achieve their goals. We appreciate your choice in using BoundLy's U S Immigration H-1B Petition Eligibility Self-Assessment Tool. Thank you for your attention and stay tuned for the remainder of our presentation as we continue to discuss the various features of our tool. We hope to be a part of your successful journey..

[Audio] We are now on slide 8 out of 16. This slide covers an important part of our self-assessment tool, data collection. To ensure the accuracy and reliability of our model, we have obtained real H-1B cases from attorneys. These cases represent common scenarios that applicants encounter. By incorporating real-life examples, our model is able to better understand and apply the eligibility rules in practice. This not only enhances the precision of our assessment, but also brings our model closer to professional decision-making. As shown in the image, utilizing real data is a crucial element of BoundLy - our self-assessment tool for U S Immigration H-1B Petition Eligibility. Let's now proceed to the next slide and discover the benefits of using our tool..

[Audio] Slide 9 discusses the complexities of U S immigration laws, specifically regarding H-1B petitions. This area of law requires a deep understanding of nuanced document interpretation. Our platform, BoundLy, offers a powerful AI tool to provide clear and actionable guidance on H-1B eligibility. We are prepared to handle any difficult eligibility scenarios that may arise in real-world cases. BoundLy is here to assist in the process of learning about H-1B law. With our help, navigating the complexities of U S immigration will become easier. Don't hesitate to make BoundLy your trusted companion on your journey to understanding H-1B petition eligibility..

[Audio] Slide number 10 of our presentation, titled "BoundLy: U S Immigration H-1B Petition Eligibility Self-Assessment Tool", will focus on discussing the unique features that set our tool apart from others in the market. Most tools on the market only offer basic guidance and limited personalization for immigration and legal processes. However, BoundLy bridges the gap between automation and legal precision by utilizing both AI technology and legal statutes. Our tool recognizes the importance of legal grounding in immigration and incorporates it into the process. While chatbots may seem convenient, they lack the legal expertise and context that BoundLy provides. Our tool not only offers guidance, but also considers the complexities of immigration law and offers personalized solutions for each user. One of the key components of BoundLy is the use of Legal Language Models (LLMs) to better understand legal jargon and provide accurate results. With BoundLy, you can trust that your H-1B petition eligibility assessment will be thorough and precise. The combination of AI technology and legal expertise in BoundLy truly sets it apart as a valuable tool for navigating the complex world of immigration..

[Audio] Slide number 11 of our presentation on BoundLy's H-1B Self Assessment Tool discusses the data sources used in creating the tool. The tool incorporates data from the H-1B visa program, industry trends, job market statistics, and government regulations. We have also integrated the advanced language processing tool GPT-4.1 and a hybrid model to accurately evaluate H-1B eligibility. Our React IJI index system provides a user-friendly and dynamic user interface for a seamless assessment experience. In conclusion, our tool utilizes various data sources and advanced technology to accurately determine H-1B eligibility. Let's now move on to slide number 12..

[Audio] Slide number 12 will discuss the data sources used in the BoundLy U S Immigration H-1B Petition Eligibility Self-Assessment Tool. Our team has reviewed 12 redacted attorney H-1B case PDFs with 3 more on the way. Additionally, we have obtained USCIS regulations and policy PDFs and a hand-curated set of practitioner articles. This combination of sources provides a comprehensive understanding of the topic, with both "ground-truth" law and real-world commentary. Our proprietary LangChain PDF loaders use a 512-token/64-ovedap splitter to create lightweight metadata including source-type, attorney-ID, and year for easy data slicing and evaluation. The Hyb*d Index utilizes a 1536-d dense vector from our text-embedding-ada-002 model, as well as BM25 + ELSER sparse vectors. This, along with our single Elastic Cloud index, allows for both semantic and keyword recall in just 250 ms. At the API layer, our FastAPI micro-service at BoundLy/query asynchronously retrieves context and calls on GPT-4.1-128k with a strict JSON schema, delivering fast and efficient responses to the user. Our user, Abdullah, can access all of this information through our React SPA, where they can submit their question and receive a structured JSON response. This will display an eligibility verdict with clickable Drive citations..

[Audio] This slide, numbered 13 out of 16, focuses on the BoundLy U S Immigration H-1B Petition Eligibility Self-Assessment Tool. The tool is specifically designed for evaluating eligibility for an H-1B petition. Its features include the Retriever fusion, which pulls 5 dense-semantic hits and 5 sparse-keyword hits to cover both jargon and synonyms. The Context Builder considers the system persona, legal compliance, and JSON mandate for a comprehensive assessment. The tool also features three worked case examples, condensed user questions, and retrieved chunks with 6000 tokens, all annotated with their source for easy reference. The LLM call uses GPT-4.1-128k with a temperature of 0.2 and top-P of 0.95. The response format is set to output to ensure a clear and thorough response. Let's now move on to slide 14..

[Audio] Slide number 14 out of 16 of our presentation will focus on the components of our BoundLy U S Immigration H-1B Petition Eligibility Self-Assessment Tool. These components include the text embedding, sparse scorer, generator, chunking model, and configuration. Our text embedding, known as text-embedding-ada-002, is a 1536-dimension embedding used to convert text into numerical representations for efficient information searching and organization. The sparse scorer, which utilizes Elastic BM25 and ELSER algorithms, is particularly effective in scoring legal prose through cosine similarity. The combination of these algorithms allows for accurate scoring and identification of citations and paraphrases. Our generator, GPT-4.1-128k, uses 512/64 tokens to handle larger amounts of data with contextual understanding, making it suitable for legal regulations. The chunking model and configuration ensure a balance between recall, cost, and accuracy, making our tool efficient and cost-effective for users. In the next slide, we will discuss the reasoning behind the design of our tool..

BoundLy: H-1B Self Assessment Tool.

[Audio] We are reaching the end of our presentation and would like to welcome you to the final slide. We hope that the information we have shared today has been helpful and informative. As we wrap up, let's discuss the deployment of our tool, BoundLy, and what is in store for the future. Our plan is to launch BoundLy as a user-friendly web-based application. This means that it will be accessible and easy to use for all users. The interface will guide users through the eligibility assessment process and prompt them to upload their relevant documents and information. We have designed a clean and intuitive dashboard that follows a step-by-step workflow for the eligibility assessment. The tool will also allow users to upload various file formats, such as PDFs and images, making the process more convenient and accessible. Our future work includes integrating with immigration attorney networks, giving users the option to book consultations for further guidance and support. We are also working towards implementing multilingual support to cater to non-English speaking users. Additionally, we are exploring the possibility of incorporating predictive analytics to estimate the likelihood of approval based on historical data. We have plans for conducting beta testing with immigration attorneys and potential H-1B applicants to refine the accuracy of our tool. We will also continuously update our RAG model to stay up to date with the latest USCIS policies and precedent decisions. Furthermore, we are considering B2B opportunities for corporate HR departments managing multiple H-1B applications. In conclusion, we are thankful for your participation in our presentation and are excited about the future of BoundLy. We look forward to bringing this tool to you in the near future. Thank you..