Accelerate Your Discovery.

Stop wasting months on data cleaning. Our "Researcher's Sandbox" provides a pristine, AI-ready dataset of a complete annual report—letting you test methodologies and generate insights in hours, not weeks.

Powering research at leading institutions

ESCP Business School University of Gothenburg Stockholm School of Economics University of Oxford Universität Paderborn

The Hidden Tax on Academic Research

Every hour spent cleaning data is an hour not spent on discovery. Legacy datasets impose a heavy tax on your research through selection bias, unstructured formats, and restricted access.

Selection Bias

Standard datasets create inherent bias by omitting the long tail of small and mid-cap companies, skewing results before your analysis even begins.

Unstructured Data

The #1 time-sink in computational research. Manually parsing tables and text from scanned PDFs is low-leverage work that kills productivity and drains grant money.

Restricted Access

Your workflow shouldn't be dictated by restrictive terminals or export limits. True discovery requires frictionless, programmatic access to the entire data universe.

Unrivaled Coverage

An Unbiased Universe for Your Research

Our dataset includes all listed companies, regardless of size, across Europe and beyond—eliminating survivorship bias and opening new avenues for discovery.

9,000+ Listed Companies
Includes the complete long tail of small and mid-cap companies.
3.3M+ Filings
A deep historical archive of regulatory disclosures.
30+ Countries
All EU member states plus the UK, Norway, Israel, and Turkey.
Since 1998
Over two decades of data for powerful longitudinal studies.

Analysis-Ready Data

From Raw PDF to AI-Ready in a Single Step.

Our proprietary parser transforms unstructured filings into clean, structured Markdown. This isn't just a format change—it's a strategic advantage. AI-ready data drastically reduces LLM token consumption, saving you significant computational costs and accelerating your entire research pipeline.

BEFORE: Unstructured PDF
An unstructured PDF document showing a consolidated income statement.
AFTER: Clean Markdown
The same financial data presented as clean, structured Markdown text.
Token-Efficient for LLMs.
Clean Markdown uses far fewer tokens than raw text from PDFs, reducing API costs and speeding up analysis.
Structured & Searchable.
Easily parse sections, tables, and key data points programmatically without complex regex or manual effort.
Save Hundreds of Hours.
Eliminate the most tedious step in text-based research—data cleaning and preparation—and get straight to discovery.

Flexible Data Access

Data on Your Terms

Whether you're conducting a large-scale historical study or building a real-time model, we provide the access method that fits your research workflow.

Bulk Downloads
Access decades of historical data delivered directly to your S3 bucket. Perfect for large-scale, longitudinal studies where complete historical context is crucial.
Real-time API
Integrate a live feed of new filings directly into your research platforms and models. Programmatically access any document in our archive on demand.

From Data to Discovery

“For any researcher using computerized text analysis on financial reports, the quality of the input data is paramount. FinancialReports' dataset, particularly its clean Markdown conversion, has been invaluable. It eliminates the time-consuming pre-processing stage and allows us to focus directly on the analysis. Their coverage of small and mid-cap firms is also a significant advantage for our research.”

Headshot of Mari Paananen
Mari Paananen
Senior Lecturer, University of Gothenburg

Experience the Difference Firsthand

Access the complete data package for adidas AG's 2024 annual report. See the raw PDF, the unstructured text, and our final AI-ready Markdown. This is your instant sandbox for methodology testing.

Researcher's Sandbox contents
Instantly Validate Your Models: Test your parsers and NLP models against a professionally cleaned and structured ground truth.
Bypass Hundreds of Hours of Prep: Focus on high-leverage analysis, not low-leverage data cleaning. This dataset lets you start your real work, today.
Publish with Confidence: Use our transparent methodology and dataset as a credible foundation for your pilot studies, papers, and presentations.

Download the Dataset

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