AI equity research for analysts
More time for the work that actually builds conviction
Research companies, test a thesis, and stay on top of new disclosures. Marvin Labs brings your sources and AI research into one workspace.
15+ evaluation companies · No sales call · Opens the app. Sign up with a work email.
The product
Three workflows in one workspace, each shown on a real company.
Follow the question further.
One question about Apple’s 3Q-2026 call. Read the cited results, then see management’s outlook in their own words.
Ask across companies, compare the numbers, and follow an answer back to the filing. Keep the conversation going with your own documents and data.
Explore AI Analyst ChatScrollable answer. Use the arrow keys to read through it.
Keep your coverage current.
Read Microsoft’s 3Q FY2026 earnings note: results against guidance, segment performance, cash flow, and the outlook.
- Revenue
- $82.89B, up 18% year over year2
- Operating margin
- 46.3%, up 66 basis points2
- Diluted EPS
- $4.27, up 23%2
From the Microsoft note’s executive summary. 2: quarterly report.
Earnings reviews, company primers, and KPI trackers that update as new disclosures arrive. Run a review when you need it or schedule ongoing research on a paid plan.
Explore Deep Research AgentsPut management’s promises in context.
Read Tesla’s 1Q-2026 guidance report: the accuracy and discipline scores, then every expected event scored against what happened.
- Accuracy
- 4 of 5
- Discipline
- 3 of 5
- Occurred
- 9 of 37 events: Robotaxi in Dallas and Houston, Cybercab production start
- Delayed
- 5 events: high-volume Semi builds, Model S/X wind-down
From the report’s performance overview, assessed at the 1Q-2026 call. Accuracy: did outcomes match the guidance. Discipline: was it reaffirmed and reconciled.
See what management committed to, what changed, and whether it delivered. Build a track record across reporting periods.
Explore Guidance ScorecardConnected research
The public record, the day it lands.
Start with the public record. Add the context that makes your research yours.
New Documents
| Company | Document Name | Date |
|---|---|---|
| Warrant Distribution FAQ | ||
| Underwriting Agreement for Senior Notes Offering | ||
| Quarterly Dividend Declaration | ||
| Transcript FY-2026 | ||
| Transcript Investor update | ||
| Transcript CIBC Eastern Institutional Investor Conference | ||
| Quarterly Report 1Q-2027 | ||
| Transcript 2Q-2027 | ||
| Quarterly Report 3Q-2026 | ||
| Transcript FY-2026 |
A selection of recent filings, earnings releases and transcripts.
Company disclosures
Filings, earnings calls, and investor materials, collected and ready to query.
The data you already use
Bring fundamentals, estimates, and macro data into your research through connected sources.
Your own research
Add broker notes and internal documents alongside the public record, private to you.
Live research
From the field
Recent AI-generated earnings reactions.
No account needed to read.
For your desk
Built for your desk.
Buy-side
Pressure-test your next investment.
Get through the disclosures. Make room for management calls, channel checks, and an independent view.
Sell-side
Go beyond the earnings recap.
Build on source-cited research to develop your sector view and the conversations clients value.
Wealth management
Walk into the client conversation prepared.
Catch up on the companies clients hold, with talking points and the sources behind them.
Writing
Recent writing

Features·Sep 25, 2026
As Reported Financial Statements, Line by Line, in Marvin Labs
See a company's income statement, balance sheet and cash flow as it prints them, with segment breakdowns, restatements and the filing behind every figure.

Features·Sep 18, 2026
Introducing Standalone Macro Analysis in AI Analyst Chat
Research inflation, growth, energy, and monetary policy in AI Analyst Chat, with answers grounded in enabled data sources and attributed to the source.

Features·Sep 9, 2026
Marvin 2.0 Is Live in AI Analyst Chat and Deep Research Agents
Marvin 2.0 is live. It is the AI behind AI Analyst Chat and Deep Research Agents: native multi-company analysis, faster and more accurate financial lookups, better citation fidelity, file attachments in chat, and more than 30 sources through the connector catalog.
Put it to work on a company you know.
A free evaluation account, 15+ companies, and 1,500 AI credits to explore AI Analyst Chat and Deep Research Agents.
