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.

Limeglassโ€™s latest product ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต๐—š๐—ฒ๐—ป๐—ถ๐—ฒ ๐—”๐—œ ๐—–๐—ต๐—ฎ๐˜ harnesses the power of ๐—™๐˜‚๐˜€๐—ถ๐—ผ๐—ป ๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ณ๐—ผ๐—ฟ ๐—”๐—œ 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.

๐—Ÿ๐—ถ๐—บ๐—ฒ๐—ด๐—น๐—ฎ๐˜€๐˜€ ๐—ฅ๐—”๐—š ๐—ณ๐—ผ๐—ฟ ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต
Retrieval Augmented Generation designed specifically for Investment Research:
๐ŸŸขย Optimised research context retrieval underpinned by Fusion Search for AI
๐ŸŸขย Financial market expertise leveraged from Limeglassโ€™s extensive Knowledge Graph
๐ŸŸขย Answers directly cite & link to the original authoritative content

๐—˜๐˜…๐˜๐—ฟ๐—ฎ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—”๐—œ ๐—”๐—ป๐˜€๐˜„๐—ฒ๐—ฟ๐˜€
๐ŸŸขย Extractive Results: Answer questions using the analystโ€™s own text, providing links back to the original document and the author
๐ŸŸขย Generative Results: Become more accurate as retrieval uses Fusion Search for AI, minimising false positives & false negatives

๐—˜๐—ฎ๐˜€๐˜† ๐˜๐—ผ ๐—ถ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ฒ
๐ŸŸขย Add to a web page or portal as an out-of-the-box web component
๐ŸŸขย Use in third-party chat frameworks such as Microsoft Teams

๐— ๐˜‚๐—น๐˜๐—ถ-๐—Ÿ๐—ถ๐—ป๐—ด๐˜‚๐—ฎ๐—น ๐—ฆ๐˜‚๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜
๐ŸŸขย Questions & answers can be provided in multiple languages

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต๐—š๐—ฒ๐—ป๐—ถ๐—ฒ ๐—”๐—œ ๐—–๐—ต๐—ฎ๐˜ is a powerful tool allowing your clients and sales team to unlock the breadth of your research coverage, resulting in stronger โ€˜Trusted Advisorโ€™ relationships.