Marvin Labs

The Platform

Five capabilities, layered.

Each feature on its own is useful. The value compounds when they run together against the same primary-source record, with citations preserved end to end.

The foundation

Automated Data Import. Every filing, call, and press release ingested, transcribed, and ready to query within seconds of publication.

Structured signals

Guidance Tracking and Sentiment Analysis. The data turned into a graded record of management commitments and a daily 0–100 read on tone.

Interaction surfaces

AI Analyst Chat and Deep Research Agents. The places the analyst actually does work against the whole stack.

The Analyst Who Has Read Everything

AI Analyst Chat

The Analyst Who Has Read Everything

Pressure-test any thesis against a company's filings, earnings calls, and press releases. Every answer is cited to the source passage so you can validate it in one click.

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Research That Stays Current Without You

Deep Research Agents

Research That Stays Current Without You

AI agents that update earnings reviews, primers, and KPI trackers automatically as new filings, calls, and press releases land.

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A Track Record for Every Management Team

Guidance Tracking

A Track Record for Every Management Team

Every forward-looking statement management makes gets captured at the time and scored when the period arrives. The result is a durable record of promises vs. delivery, comparable across your coverage.

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Spot Tone Shifts Before They Hit the Numbers

Sentiment Analysis

Spot Tone Shifts Before They Hit the Numbers

A daily 0–100 score for how a management team is talking about the business. Comparable across peers, stable through history, and grounded in primary sources.

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Any Company, Any Format, AI-Ready

Automated Data Import

Any Company, Any Format, AI-Ready

Instant access to all filings, calls, presentations, and other primary financial content. Ingested, transcribed, and ready to query within seconds of publication.

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Looking for something else? Solutions by workflow covers earnings season, management quality, coverage expansion, and tailored outputs. Use cases by role covers the buy-side, sell-side, and wealth advisory perspectives.

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