Advanced Data Insights using Needle Framework Integration
 

Customer Background

Our client is an innovative solution provider that combines advanced artificial intelligence with deep expertise in patent law. Their platform offers a suite of tools to gather and consolidate vast amounts of patent data from diverse global sources in just minutes, saving users significant time and resources.

  • Industry

    Technology / Legal

  • Technologies / Platforms / Frameworks

    Angular, Python, AWS, LangChain, Needle

Challenges

The company faced several challenges while building a cutting-edge patent intelligence platform. They needed to efficiently manage massive, global patent datasets while ensuring the platform could understand and respond to complex, multilingual queries. They faced the following issues:

  • Handling large-scale patent data: Managing and processing millions of patent records worldwide presented a challenge in quickly fetching and analyzing relevant data in response to user queries.
  • User query processing & natural language understanding: Ensuring precise and meaningful responses to complex user queries on patents, including support for multilingual queries, posed a significant challenge given the vast diversity of language and data structures.
  • Data visualization for patent analysis: Users required clear, visual insights in the form of charts and graphs to better comprehend trends and patent data.
  • Document upload and patent comparison: The platform needed a solution for users to upload scientific documents and seamlessly compare them with existing patents for quick and actionable insights.
  • Managing multi-language support: To meet the needs of a global user base, the system required the ability to process and respond in multiple languages.

Solutions

Our AI experts adopted a collaborative consulting approach that emphasizes understanding client needs and aligning solutions with their strategic objectives. Through workshops and in-depth discussions, our team identified key pain points and tailored a roadmap that incorporates innovative technologies and our GenAI framework, Needle, to enhance operational efficiency and drive value.

  • Dynamic prompt routing: A robust and flexible system was implemented that routes user queries to multiple model chains. This setup allows seamless switching between tasks—whether answering patent-related questions, generating visual data, or summarizing documents—all within the same chat window.
  • NLP-powered REST API: A REST API infrastructure was developed to efficiently handle large-scale patent data, ensuring real-time responses to user inputs with contextually relevant results. Natural language processing (NLP) powers the API, enhancing its ability to understand and respond to user queries on patents in multiple languages.
  • Patent data visualization: To provide users with more actionable insights, analytical tools were integrated into the system, allowing for real-time visualization of results in charts and graphs, such as patent trends or competitive patent activities.
  • Document upload & comparison: Users can upload scientific documents (PDF, Word) and utilize the system’s powerful AI to automatically summarize and compare them with existing patents, providing concise results for informed decision-making.
  • Multi-language support: The platform was enhanced to support multiple languages, allowing users from different geographies to query and interact with the system seamlessly in their native language.

Benefits

  • Time-saving and efficient research: Users no longer need to manually sift through extensive datasets. They can query specific patents or trends and receive instant, accurate, and detailed responses, saving weeks of research time.
  • Enhanced decision making: Our solution’s ability to compare uploaded scientific documents with patents provides significant value to researchers and legal teams. This streamlines the patent analysis and decision-making process.
  • Scalability and flexibility: The dynamic prompt routing and multi-chain support enable the system to handle various tasks—querying patents, generating visual data, summarizing documents—within a single interface, offering flexibility to meet diverse user needs.
  • Global accessibility: With multi-language support, the patent intelligence system is accessible to users around the world.
  • Seamless integration and user experience: The integration of real-time charts, document summaries, and query responses within a single chat window provides a unified and intuitive user experience. This makes complex patent research simple and efficient.

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