AI-Powered Investment Analysis Copilot

Professional investors use Marvin Labs to turn filings, press releases, and management commentary into material insights. Expert‑level AI that keeps research current, reliable, and actionable.

Expert-level AI

An AI designed to act as an expert on each company you cover. Discuss news, results, and scenarios, or sense-check assumptions just as you would with a senior colleague you respect.

Reliable and transparent

Insights are grounded in primary financial content and always linked back to sources. Analysts can validate context rather than rely on a black box.

Professional-grade

Outputs are built for seasoned investors, not generic AI users. From research reports and company primers to validated responses, results are ready to share and withstand scrutiny.

Seamless workflow

Fits naturally into the analyst workflow. Use chat for exploration, agents for deep research, and summaries for context. No disruption, no steep learning curve.

Always current

Filings, earnings calls, and press releases are ingested within seconds. Analysts stay up to date during earnings season without tracking down documents or transcripts.

Scalable Research

Boost research capacity by ~20% while maintaining quality. Scale coverage to more companies without adding headcount or training more staff.

Global and niche coverage

Support coverage across global markets. Analysts can follow or ramp up on companies quickly, whether they are global leaders or niche players.

Easy evaluation

No registration or credit card required. Analysts can try Marvin Labs immediately on 15 leading companies and migrate to full coverage when ready. Get started now.

Get Started

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

Explore the App

Get started with 15 companies free. No sales calls, no demos required.

What Analysts Say

Investment professionals trust Marvin Labs to cut hours of manual work and deliver actionable insights straight from filings and earnings calls.

"Marvin Labs cuts hours off my equity research workflow. Tracking earnings reports and extracting insights is now faster and far less manual."

— Buy-Side Analyst, Europe

"By removing the mundane, Marvin Labs lets me spend more time on the important and interesting parts of research."

— Buy-Side Analyst, Europe

"I'm genuinely impressed. Guidance tracking and structured insights from filings and calls are exactly the kind of innovation analysts need."

— Sell-Side Analyst, Asia

"Marvin Labs cuts hours off my equity research workflow. Tracking earnings reports and extracting insights is now faster and far less manual."

— Buy-Side Analyst, Europe

"By removing the mundane, Marvin Labs lets me spend more time on the important and interesting parts of research."

— Buy-Side Analyst, Europe

"I'm genuinely impressed. Guidance tracking and structured insights from filings and calls are exactly the kind of innovation analysts need."

— Sell-Side Analyst, Asia

But try it for yourself. No demos, no sales calls required, just jump straight in and start your free evaluation.

Jump In

Key Features

AI Analyst Chat

AI-powered dialogue for professional investors. Ask direct questions and get validated answers in real time, grounded in filings, earnings calls, and press releases.

Deep Research Agents

AI colleagues that run in the background on your direction. Choose from predefined agents or set your own instructions for tasks such as earnings reviews, guidance tracking, and company primers.

Material Summaries

Summaries built for professional investors. They highlight only material and new information, such as changes in business drivers, strategy, or guidance. Linked straight back to the source.

Guidance Tracking

Extract and track all forward-looking statements made by management. Analyze whether companies deliver on what they told investors, assess accuracy and management discipline over time.

Sentiment Analysis

Condenses company communications into a 0–100 score. Scores are updated daily, comparable across peers, and track shifts in management tone across earnings calls, press releases, and presentations.

Automatically ingests filings, calls, presentations, and other primary financial content from companies worldwide within seconds. From lengthy text documents and dense PDFs to slide decks and audiovisual content, every source becomes AI-ready for fast, reliable analysis.

Peek Into the App

Peek into Marvin Labs analysis of companies like Tesla, Nvidia, Microsoft, Apple, and Alphabet/Google. Just click on the item and get straight to the app. No registration, no credit card, no hassle.