AI Research Assistant
Part of the vTalkInsight AI Market Research Platform
vTalkInsight turns scattered institutional market opinions into a living market knowledge bank. Our AI Research Assistant lets you question that knowledge directly, helping you understand what the market is discussing, how views are changing, and why those changes matter.
vTalkInsight is not a database of prices, charts, or hard data. It is a living knowledge bank of market opinions and interpretations.
Our in-house AI pipeline turns scattered market commentary into structured and well-labelled market insights. Large language models help connect those insights across sources and through time, turning daily market views into evolving market knowledge.
The AI Research Assistant is the interface to that knowledge bank. It reasons through your question, understands the context, and produces responses based on market knowledge accumulated over time.
Use the AI Research Assistant to move from passive market research feed to active, question-driven research conversations.
Follow a broad range of institutional-grade market views without spending hours reading, watching, and taking notes yourself. We do the continuous reading, structuring, and labelling, so you can focus on interpretation and decision-making.
Traditional research papers are fixed. You read what the author chose to write. With the AI Research Assistant, you can ask follow-up questions, challenge a conclusion, test an idea, narrow the topic, change the angle, and explore the market by theme, asset class, event, region, or time period.
Get straight to the topic you care about. Instead of searching for the right research paper, video, or commentary that may cover your question, you can ask the AI Research Assistant directly and focus on the market issue that matters to you.
Use it to follow the evolving market narrative, such as what investors are actively discussing now, or to compare today’s market with historical periods, such as how sentiment changed during a previous rate-hiking cycle.
Use it to support client meeting preparation, daily newsletters, market commentaries, monthly outlooks, research notes, and video scripts.
General-purpose AI tools are useful. They are broad, flexible, and often strong at summarising public information. But they are not built specifically to represent how institutional market views evolve through time. vTalkInsight is designed around curated institutional-grade market views and commentary, giving users a more focused way to explore market opinions, interpretation, and sentiment change.
This distinction matters in investment research. A market view is time-sensitive. What investors believed before an inflation print, a central bank meeting, an earnings season, or a policy shock may be very different from what they believed afterwards. vTalkInsight is built to preserve that time dimension.
vTalkInsight is designed for investors, advisers, market watchers, and content creators who want to understand the market narrative without reading through a large volume of research every day.
Get a structured view of institutional-grade market opinions that would otherwise be difficult to access, compare, or track through time.
Stay close to the market narrative even when you do not have time to read a large volume of commentary.
Prepare quick up-to-date market views before client meetings, and portfolio discussions.
Support newsletters, daily updates, market commentaries, video scripts, and monthly outlooks.
Explore what the market is discussing and how views have changed over time.
vTalkInsight began as an internal effort to make sense of market narratives more systematically.
Our investment process already used traditional market data, price signals, and quantitative tools. But we also saw that markets often move because interpretation changes. The same data can be read as bullish in one regime and bearish in another.
To study that interpretation layer, we built an AI pipeline to read, structure, label, and track market commentary through time. The original goal was to support our own investment process. The unexpected by-product was a growing knowledge bank of market views.
The AI Research Assistant was built to make that knowledge bank usable through conversation.
The AI Research Assistant is currently in beta. Its knowledge base, research features, and user experience will continue to improve as more market insights are added and more tools are developed.
It is designed to support research and market understanding. It does not provide investment advice.
Use the AI Research Assistant to go deeper behind the headlines and explore the market narrative through interactive research.