Deep Research Agents
Deep Research Agents
Deep Research Agents are specialized AI-powered tools that perform comprehensive analysis on company earnings and financial data. These agents automatically process financial reports, extract key insights, and generate detailed research summaries.
Marvin Labs currently supports a selected number of Deep Research Agents. Users of the Enterprise Plan can additionally define custom agents tailored to their specific research needs.
The currently available agents are:
Consolidated Earnings Summary
Generates a comprehensive summary of earnings results for a company, analyzing financial performance, key metrics, and management commentary from earnings reports and conference calls.
Initial Earnings Reaction
Breaking news style reaction to new earnings releases.
Output Adapter
Transforms the output of previous agent results into a different format based on custom instructions. Useful for reformatting summaries, extracting specific information, or adapting content for different audiences.
Earnings Call Summary (Legacy)
This agent has been replaced by the Consolidated Earnings Summary agent, which provides more comprehensive analysis. This legacy version is no longer available.
By Marvin Analysts
Analyst-authored research from the Marvin Labs team. Every piece is written, edited, and signed off by a human analyst. AI tools assist with drafting and research, but the framing, judgment, and conclusions are ours.
User Document
Reports drafted in chat by you and the assistant. Created and updated through the chat side panel — not runnable as a standalone agent.
Tariff Impact Tracker
Analyzes earnings reports, conference calls, and SEC filings to identify how the April 2025 tariff implementation is affecting company revenue, margins, supply chains, pricing strategies, and capital allocation decisions.
Guidance Tracker
Tracks the forward-looking guidance and expected events a company has shared across its filings, and shows how each one has changed over time, from when it was first given to where it stands now. Focus on a single earnings period to see only the guidance that period introduced or updated.
Guidance Performance (Long-Term)
Reviews a company's past guidance against what actually happened, whether it beat, met, or missed each target, and rates its overall accuracy and track record.
Guidance Performance (Earnings)
Reviews the guidance that came due at a specific earnings release, which targets it put to the test, and whether the company beat, met, or missed each one.