Limeglass launches ResearchGenie AI Chat โ a GenAI Chatbot designed for Investment Research
31 July 2025
Designing a GenAI chatbot for Investment Research is much more complex than first meets the eye. It is not as simple as uploading a research corpus into a Large Language Model and achieving accurate results.
Everyone is looking into solutions to use GenAI to extract valuable insights from their corpus of investment research, unfortunately the quality of the answers is variable.
At Limeglass, we specialise in investment research discovery technology. We understand the importance of providing high-quality, relevant, and up-to-date answers, along with seamless access to the original authoritative source content.
Limeglassโs latest product ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต๐๐ฒ๐ป๐ถ๐ฒ ๐๐ ๐๐ต๐ฎ๐ harnesses the power of ๐๐๐๐ถ๐ผ๐ป ๐ฆ๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ณ๐ผ๐ฟ ๐๐ to ensure answers are based on the most relevant, authoritative, and recent research publications. The answers can be either Generative or Extractive or both side-by-side, maintaining the feedback loop and facilitating active use of the research portal.
ResearchGenie AI Chat can be easily embedded as a web component or used in third-party chat frameworks such as Microsoft Teams.
๐๐ถ๐บ๐ฒ๐ด๐น๐ฎ๐๐ ๐ฅ๐๐ ๐ณ๐ผ๐ฟ ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต
Retrieval Augmented Generation designed specifically for Investment Research:
๐ขย Optimised research context retrieval underpinned by Fusion Search for AI
๐ขย Financial market expertise leveraged from Limeglassโs extensive Knowledge Graph
๐ขย Answers directly cite & link to the original authoritative content
๐๐
๐๐ฟ๐ฎ๐ฐ๐๐ถ๐๐ฒ ๐ฎ๐ป๐ฑ ๐๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ถ๐๐ฒ ๐๐ ๐๐ป๐๐๐ฒ๐ฟ๐
๐ขย Extractive Results: Answer questions using the analystโs own text, providing links back to the original document and the author
๐ขย Generative Results: Become more accurate as retrieval uses Fusion Search for AI, minimising false positives & false negatives
๐๐ฎ๐๐ ๐๐ผ ๐ถ๐ป๐๐ฒ๐ด๐ฟ๐ฎ๐๐ฒ
๐ขย Add to a web page or portal as an out-of-the-box web component
๐ขย Use in third-party chat frameworks such as Microsoft Teams
๐ ๐๐น๐๐ถ-๐๐ถ๐ป๐ด๐๐ฎ๐น ๐ฆ๐๐ฝ๐ฝ๐ผ๐ฟ๐
๐ขย Questions & answers can be provided in multiple languages
๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต๐๐ฒ๐ป๐ถ๐ฒ ๐๐ ๐๐ต๐ฎ๐ is a powerful tool allowing your clients and sales team to unlock the breadth of your research coverage, resulting in stronger โTrusted Advisorโ relationships.



