We are a team of AI engineers and Financial Markets experts who share one belief: clarity beats noise. Having spent years analyzing markets from retail investing to institutional research environments we saw how difficult it is to work across scattered data sources, complex spreadsheets, and generic tools that don’t understand the language of finance. So we built a platform that combines deep data infrastructure, financial domain intelligence, and agent-based reasoning all wrapped in an interface simple enough for everyday investors. Our mission is to make high-quality investment research accessible, explainable, and actionable for anyone, whether you are just starting out or managing serious capital.
We have built an agentic financial intelligence platform that brings all your market data, research tools, and analytical workflows into one place and lets you interact with them conversationally. Instead of switching between screeners, charting tools, news feeds, ratio tables, valuation models, and portfolio spreadsheets, you simply describe what you want to analyze and our specialized agents fetch the data, run the calculations, compare historical context, and explain the insights clearly. From fundamental analysis and technical market signals, to news impact, annual report understanding, and portfolio construction, the platform works with real market data under the hood while presenting insights in plain, structured language. In short: we help you think more clearly, act more confidently, and make decisions grounded in real information not noise.
At Llarc, our mission is to democratize investing intelligence by building advanced AI-powered tools tailored for investors. We believe that everyone, from individual traders to institutional analysts, should have access to cutting-edge technology that transforms raw data into actionable insights. We are committed to continuous innovation, user-centric design, and building a community around financial literacy. Join us on our journey to empower investors with the tools they need to succeed in today’s complex markets.
You open a company’s annual report and are confronted with hundreds of pages of numbers and narrative.
You check price action and technical signals but lack the context of business fundamentals.
You scan news headlines hoping to catch the next catalyst but often get stuck chasing hype or reacting late.
You try to build or monitor your portfolio, but the risk, correlation, and diversification dimensions feel overwhelming.
Most “AI” tools today generate text or summaries, but rarely provide the structured, real-time financial data, technical indicators, or portfolio analytics that investors need for real decisions.
Generic models treat all data as equal, ignoring the importance of timing, quality, context, and signal strength — all of which are critical in investing.
They may generate output, but rarely show how or why conclusions were reached — leaving you uncertain and unable to trust the results.
Most tools are designed for general text generation, not for the specialized workflows and data structures that real investors and analysts rely on.
As one expert put it: “Data is the new oil … but if unrefined it cannot really be used.” Raw data is worthless until it is processed, contextualized, and transformed into actionable insight.
We built Llarc Copilot to fill this gap: a platform powered by specialized agents and trusted data, delivering clear explanations, comparison logic, and actionable next steps — not just generic answers.