Articles tagged with “competitive-intelligence”

Patent Cliff Strategy: Role of Competitive Intelligence Software

Learn how pharma firms use competitive intelligence software to mitigate patent cliff risks. Updated April 2026 with the Humira/CVS Caremark biosimilar shift, Stelara LOE, and AI-native CI platforms.

35 min read

1/9/2026

competitive intelligence patent cliff loss of exclusivity pharma strategy ci software biosimilar competition drug patent expiration lifecycle management

AI for Biotech: Building a Competitive Intelligence Stack

Learn to build an AI-powered competitive intelligence stack for biotech in 2026. Covers data sources, NLP/ML methods, generative AI, agentic workflows, EU AI Act compliance, and use cases for R&D strategy.

50 min read

12/9/2025

competitive intelligence biotechnology ai in pharma ci stack natural language processing knowledge graphs patent intelligence drug development strategy

Causaly Pipeline Graph: A Guide to AI in Drug Discovery

Learn about Causaly Pipeline Graph and Agentic Research, AI platforms integrating competitive intelligence and knowledge graphs for pharma R&D. Updated April 2026 with market data, FDA guidance, and platform evolution.

45 min read

11/29/2025

causaly pipeline graph drug discovery competitive intelligence pharma r&d knowledge graph ai in pharma target selection