300M+ pharma supply chain data points. One queryable graph.
The data foundation that powers everything in PharmaDB. 126 markets, updated weekly, structured for action.
Everything starts with the Pharma Graph.
300M+ pharma supply chain data points across 126 markets, updated weekly. The foundation that powers the Playground and Fred.
300M+
Data points
126
Markets
Weekly
Updates
What's in the Pharma Graph
One data source today. Five more on the way.
Global Intermediates/API/FDF import & export
Real import and export transactions across 126 markets. Volumes, values, counterparties, and trends for intermediates, active pharmaceutical ingredients, and finished dosage forms.
MA holders registration
Marketing authorization holders by molecule, market, and formulation. Know who holds the right to sell where.
IP landscape
Patent status, exclusivity periods, and freedom-to-operate signals by molecule and jurisdiction.
Pharmaceutical tenders
Government and institutional procurement tenders. Who is buying, what volumes, and at what prices.
Drug shortage notices
Active and historical shortage notifications by molecule and market. Spot supply gaps before they become crises.
Pharma companies & people directory
Company profiles, key contacts, manufacturing capabilities, and regulatory footprints across the supply chain.
Raw data is useless. Structured intelligence isn't.
The Pharma Graph isn't a database you download. It's a structured intelligence layer that powers everything your team does.
Buy raw trade data in bulk CSV files
Weeks of cleaning, normalizing, and deduplicating
Manual cross-referencing across sources
Stale by the time it's usable
One analyst's spreadsheet, not a team resource
Pre-processed, normalized, and structured for queries
Updated weekly across 126 markets
Queryable in natural language via the Playground
Actionable through Fred's lifecycle skills
Shared team resource with consistent data
The foundation for everything.
The Pharma Graph powers two products. Pick your level.
Playground
Query the Pharma Graph directly. Market sizing, supplier identification, competitive analysis in seconds.
Explore PlaygroundFred
Your AI lifecycle manager. Uses the Pharma Graph to evaluate, find partners, draft outreach, and run diligence continuously.
Meet FredCommon questions
What is the Pharma Graph?
The Pharma Graph is PharmaDB's proprietary data foundation: 300M+ pharma supply chain data points covering 126 markets worldwide. It includes global intermediates, API, and FDF import/export data, with MA holder registrations, IP landscape, pharmaceutical tenders, drug shortage notices, and a pharma companies directory coming soon.
How often is the data updated?
The Pharma Graph is updated weekly. Every data point is timestamped and sourced so your team always knows how current their intelligence is.
How many markets does the Pharma Graph cover?
126 markets worldwide. This covers the vast majority of global pharmaceutical trade flows, giving your team visibility into both established and emerging markets.
What can I do with the Pharma Graph?
The Pharma Graph powers two products. The Playground lets you query the data directly for market sizing, supplier identification, competitive analysis, and pricing intelligence. Fred uses it to autonomously advance your pipeline: evaluating viability, finding partners, drafting outreach, and running diligence.
Is the data just trade data?
Today, the Pharma Graph covers global intermediates, API, and FDF import/export flows. We're expanding to include MA holder registrations, IP landscape data, pharmaceutical tenders, drug shortage notices, and a pharma companies and people directory.
How is this different from buying trade data directly?
Raw trade data requires weeks of cleaning, normalizing, and cross-referencing before it's useful. The Pharma Graph is pre-processed, structured, and queryable. It's the difference between a pile of spreadsheets and an intelligence layer your team can act on immediately.
See the data behind your next launch.
Book a 30-minute demo. We'll query your molecules live.