Scientific Literature Analysis

AI extracts and organizes information from scientific papers to support research workflows.

Business impact

• Cycle time — Merck describes the workflow as going from 6 months to 6 hours.

Data requirements

• Scientific papers (text) — The assistant extracts chemical compounds from papers.
• Internal catalogue records (tabular) — The extracted compounds are checked against Merck’s catalogue.

AI methods and techniques

• Information extraction — The system pulls chemical compounds from scientific papers.
• Data enrichment — It adds identifiers and properties to the extracted compounds.
• Retrieval and comparison — It checks the extracted compounds against Merck’s catalogue.

AI models and model families

Azure OpenAI

Industries

Real-world evidence

2 documented case studies on record.

Companies using this: CNH Industrial, Merck.