Marvin Labs

AI Analyst Chat

AI-powered interactive chat for professional investors. Get validated answers in real time, grounded in primary sources.

AI Analyst Chat

A Sparring Partner for Professional Analysts

AI Analyst Chat is built for professional investors who need reliable answers from primary sources. It acts like a senior analyst colleague who is always available to test your thinking, surface material insights, and help refine your view.

AI Chat in Action
AI Chat in Action

Every response is grounded in validated, data-backed analysis of primary documents such as earnings calls, press releases, and filings. Analysts can work faster while maintaining the rigor required for investment discussions and client communication.

Go Deeper with Each Question

Research is iterative. Analysts start with a question, then refine by comparing periods, testing a thesis, or probing management commentary. AI Analyst Chat supports this process directly, making it easy to push a line of inquiry further without losing context.

You can begin with a simple question and receive a validated answer tied to primary sources. From there, follow-ups allow you to probe deeper—whether that means analyzing year-over-year changes, pressure-testing a revenue driver, or examining the tone of management commentary. Each refinement preserves its link to the original material, so the conversation becomes richer without drifting from the facts.

Because primary documents are ingested within seconds of publication, the answers always reflect the most recent information available. This keeps analysts working with current inputs while maintaining the rigor required for investment decisions.

From Q&A to Research Outputs

AI Analyst Chat is not limited to interactive exploration. Conversations can be converted into research briefs, KPI trackers, or summaries when needed. Each output inherits the same grounding in primary documents, making them reliable and verifiable.

When combined with Deep Research Agents, conversations extend further into automated updates. Agents monitor new primary documents and refresh outputs in the background, while Chat remains available for direct exploration.

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Frequently Asked Questions (FAQ)

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Experience professional-grade AI for equity research, validate insights for yourself, and see how it fits into your workflow.