Insights
Thought leadership, whitepapers, and case studies from the Bracy Analytics team — covering AI/ML in clinical research, regulatory science, and healthcare data.
4 posts
How AI Is Transforming Clinical Data Analytics
Machine learning is reshaping how pharmaceutical and biotech companies extract insight from clinical trial data — faster, more accurately, and at a scale that was previously impossible.
Automating CDISC Submission Preparation: What Works and What Doesn't
Automated CDISC programming tools promise to compress submission timelines and reduce errors. Here is an honest assessment of where automation delivers and where human expertise remains essential.
Building Defensible RWE for Payer Submissions
Real-world evidence has become central to payer coverage decisions. Here is what separates RWE packages that succeed from those that get rejected — and how to build the former.
NLP for Adverse Event Coding: Accuracy, Speed, and Regulatory Defensibility
Natural language processing can dramatically accelerate adverse event narrative coding — but only if it is implemented with the rigor that pharmacovigilance and regulatory review demand.