Marvin Labs Expands Global AI Analysis for Investors
We are thrilled to announce the expansion of our global AI analysis capabilities to all companies communicating with investors in English, regardless of their domicile or listing location. This significant step extends Marvin Labs' comprehensive AI analysis beyond its primary focus on US-listed companies. We now include major European players such as Shell, AstraZeneca, ASML, Novo Nordisk, and SAP, alongside many others. This expansion empowers professional investors with broader coverage and deeper material insights for expert investment analysis.
The Challenge of Global Financial Content
Companies listed in the US adhere to strict and uniform publishing standards, allowing for seamless financial content access through the SEC’s EDGAR system. The Securities and Exchange Commission (SEC) mandates that all publicly listed companies file material information on their EDGAR system. They also require this information to be published in a structured, easily machine-readable format.
The SEC makes all this information publicly available without delay and with only minor restrictions on automated access. This transparency is a cornerstone of efficient investment analysis.
However, no equivalent system exists elsewhere in the world. Gathering raw financial content requires accessing a diverse array of databases from stock exchange operators, local regulators, and individual company websites. These sources often present varying formats, pricing, licensing models, interfaces, and restrictions on automated access.
Furthermore, this global financial content is frequently not easily machine-readable, demanding significant effort to clean and structure. Glossy PDF annual and quarterly reports, common in Europe, have long presented a major hurdle for any AI-driven qualitative analysis. We are proud to confirm that Marvin Labs has now solved this problem, transforming inaccessible documents into actionable material insights. Learn more about our Automated Data Import capabilities.
Accessing Global Coverage
This expanded global coverage is now available for all subscribers. As always, if you require us to add more companies to complete your watchlist, please let us know. We can typically add new names for subscribers in a matter of minutes, further enhancing your research capabilities.

Alex is the co-founder and CEO of Marvin Labs. Prior to that, he spent five years in credit structuring and investments at Credit Suisse. He also spent six years as co-founder and CTO at TNX Logistics, which exited via a trade sale. In addition, Alex spent three years in special-situation investments at SIG-i Capital.



