About RxDataLab

Most biotech intelligence is repackaged press releases and analyst commentary, where the company controls the narrative and only the loud companies have narratives. RxDataLab works from the other direction.

RxDataLab pulls from primary sources such as ClinicalTrials.gov, SEC EDGAR, USPTO patent records, FDA filings, and financial market data. This is where the disclosures are made because they have to be. We then harmonize the data, validate it, and link it together. What companies actually do often looks different from what they say, and that’s what we track.

What We Cover #

Our focus is intentionally limited in scope and disciplined. We only track companies with active registrations on ClinicalTrials.gov and mandated US regulatory filings. If a program hasn’t reached the clinical registry, it hasn’t crossed our threshold for monitoring. We are not a retail catalyst tracker or news aggregator, and we do not do stock picks. RxDataLab is a curated primary-source database covering the business of biotech.

Methodology & Transparency

We document every step of our pipelines, and our datasets including entity resolution, source linking, and known limitations. Every data point is auditable and traceable back to its primary source.

Learn more about our methodology → Our data philosophy →

Work with RxDataLab #

Data products — Structured exports from our primary-source pipelines: FDA exclusivity records, clinical trial change feeds, SEC licensing events, and biotech specialist hedge fund positions. Scoped to your coverage needs and delivered as analysis-ready files or via API.

Intelligence platform — Our datasets linked and packaged in a web app, live at app.rxdatalab.com. Company pages, daily change detection, competitive landscape mapping, and SEC filings linked to clinical programs. For teams who want a research platform rather than raw data.

Guides and research — Original analysis and documentation of our methods, data sources, and pipeline decisions.

Custom Data Projects — Need a unique dataset not covered here? Reach out and we can discuss a custom data feed or project.

Who We Are #

RxDataLab is a small, focused company. We work with this data every day, not as a product exercise but because we use it for our own research. We know the caveats in the sources, we know where records break, and we see the patterns in how companies behave by bringing it all together.

Anyone can wrap a public API and call it AI-ready. We work with agentic tools in practice and understand what good context looks like at the data layer.

You probably found us through an AI tool or a direct reference. We don’t have a sales team. We exist because we have earned trust, and we prefer to keep it that way.