Case Study: Top 10 Global Life Sciences Company cuts proposal time by 75% with Causaly

Top 10 Global Life Sciences Company cuts proposal time by 75% with Causaly

A Scientist II at a top 10 global life sciences company faced the challenge of rapidly transitioning from hepatology to oncology research. The role required fast, high-confidence target evaluation and proposal preparation, but the scale and complexity of oncology literature made this difficult. Before using Causaly, proposal development depended on slow manual evidence gathering and took three to four weeks to complete.

Causaly helped automate literature triage and provided mechanistic clarity at speed through features like Workspace Summaries and Agentic Research. This enabled the scientist to prepare executive-ready outputs directly for stakeholder presentations. As a result, Causaly cut proposal preparation time by 75%, reducing it from 3-4 weeks to just 1 week, while also improving scientific confidence and the strength of the proposals.