Limeglass transforms unstructured financial information into precise, explainable, institution‑grade intelligence.
Our semantic architecture models meaning, context and financial domain expertise, enabling financial institutions and investment teams to extract insight with clarity, confidence and speed.
Limeglass are financial content discovery experts providing trusted technology solutions for the financial markets
Financial Content Intelligence Solutions
We’ve solved the hard problems of financial content discovery and AI. From the ground up.
From meaning, to intelligence, to insight.
Powered by Limeglass Semantic Field Intelligence™, Financial Knowledge Graph, and Content Atomisation™
Limeglass transforms unstructured financial information into precise, explainable, institution‑grade intelligence.
Our semantic architecture models meaning, context and financial domain expertise, enabling financial institutions and investment teams to extract insight with clarity, confidence and speed.
Limeglass are financial content discovery experts providing trusted technology solutions for the financial markets
Financial Content Intelligence Solutions
We’ve solved the hard problems of financial content discovery and AI. From the ground up.
From meaning, to intelligence, to insight.
Powered by Limeglass Semantic Field Intelligence™, Financial Knowledge Graph, and Content Atomisation™
Quantifying Search Retrieval Performance in Financial Research
Our latest benchmark compares Full-Text Search, Vector Hybrid Search, and Limeglass Fusion Search for AI across real-world financial queries.
The results?
🟢 +106% recall uplift for Full-Text Search
🟢 +35% recall uplift for Vector Hybrid Search
These gains show the impact of structured semantic tagging and domain-specific knowledge graph injection.
Our latest benchmark compares Full-Text Search, Vector Hybrid Search, and Limeglass Fusion Search for AI across real-world financial queries.
The results?
🟢 +106% recall uplift for Full-Text Search
🟢 +35% recall uplift for Vector Hybrid Search
These gains show the impact of structured semantic tagging and domain-specific knowledge graph injection.
Search Engine Research Optimiser
Supercharges your existing search engine & AI retrieval processes for financial research content. Integrates the Limeglass Knowledge Graph to ensure far more accurate & time relevant AI results.
AI Chat Bot for Research
Integrates a research optimised AI Chat Bot component into your own solutions. Produces Extractive and/or Generative AI answers powered by the Limeglass Research Discovery Solution.
Combining the Power of AI & Human Expertise
Limeglass is a Fintech with a suite of Research Discovery services for producers & consumers of investment research across the Buy Side and Sell Side.
Limeglass combines AI with human domain expertise to turn research documents into rich, structured data, unlocking a multitude of revolutionary applications.
Unlock the Latent Value in your Research
Research Discovery
Active
Passive
Analytics
Enhance your Content with Codified Financial Knowledge
Limeglass Research QA Team
Domain Expertise
Managed Knowledge Graph
Taxonomy of 200,000+ tags
Cross Asset – Macro – Thematic
Transform Unstructured Research into Structured Data
Proprietary Technology
Research Atomisation
Rich-NLP
Limeglass is the only tool that improves the ROI on research for both Producers & Consumers by making it:
more Relevant to more Clients, more Frequently, more Rapidly.
Active Discovery
Find the exact information you need, at paragraph level across multiple documents. Make your research the valuable asset it was always meant to be.
Search
Browsing
Natural Language Interaction
Passive Discovery
Stay on top of important & relevant content. Never miss valuable research insights. Reduce information overload.
Distribution
Topic Monitoring
Synthesised Content
Automated Question Response
Analytics
Understand what’s in your research. Mine the data for hidden relationships. Automate cumbersome processes. Make better business decisions.
Coverage & Trends
Quant
Workflow Optimisation
Readership Analysis
Blending cutting edge technology with human expertise in financial research for
The danger of so much information is that it becomes overwhelming. You have shown me a way to find and sort the key content I need…
Global Strategist
…it has been the easiest and most seamless vendor product integration I’ve done in my career. Thanks for all your great documentation and prompt support whenever I needed it.
Senior Developer, Research Technology
I have only had a quick skim but already picking up stuff from recent BOE speeches that I hadn’t bothered reading because I didn’t realise from their title alone what would be in the content!
Head of Research
It’s all about making the research relevant. The sales person needs to know their client and serve them accordingly. This will help them to do that.
Head of eBusiness for Markets
…your NLP is clearly superior…
Taxonomy Manager, Research
We have been able to integrate the heatmap today in our website. FYI, It was really easy for our team to integrate. The API works perfectly.
Digital Product Owner, Global Research
