Pharma
Mapping marketing authorisations across 36 countries
Sales teams have a single workbook of authorised products containing their molecules, country by country, with the manufacturing sites. Every data point links to the official page and the text extract that supports it.
Context
A pharmaceutical group that manufactures active ingredients wants to know where its molecules are marketed and who manufactures the finished products.
The problem
The information exists but is scattered across 36 national regulatory registers, in as many languages and formats, with no common interface.
What we built
An agentic collection and qualification pipeline: identification of each country's official register, extraction of 25 fields per product, reading of package leaflets and summaries of product characteristics to find the manufacturing sites, automatic checks (direct links to the product record, no generic search page, unique identifiers) and traceability of every value back to its source URL with the extract that proves it.
Steps
- 01Locating and testing each country's official register (EU, United Kingdom, United States, Canada, Brazil, Japan, Australia)
- 02Product-by-product extraction, by substance name and brand names
- 03Reading regulatory documents for manufacturing sites, with a cited extract
- 04Controlled propagation between European countries for mutual recognition procedures
- 05Automatic quality control, then a findings report and workbook
Hosting and models
Not documented in the files opened (the report describes the sources and pipelines, not the models or hosting).
Services involved
Forward Deployed Engineers · Agentic platforms
We name a client only with their written agreement. The budgets and detailed results of our engagements remain confidential.