Validating AI chart abstraction is critical, but doing it manually is slow, error-prone, and hard to measure. This post explores why validation matters, how Brim’s Validation Tool makes it faster and easier, and how you can know if your AI is truly ready for production.
September 16, 2025
Brim achieved 100% specificity in this medical research case study, identifying every stroke case after surgery.
September 15, 2025
One team reviewed 1,000 charts in a weekend using Brim’s AI-driven chart abstraction. Learn how speed and accuracy transformed their clinical workflow.
See how Brim accelerated drug repurposing with AI-powered chart abstraction, helping teams identify new indications faster and streamline clinical insights.
Most AI pilots fail before they ever deliver ROI. This post unpacks why DIY LLM wrappers break down at scale, from validation and drift to integration headaches, and explains how Brim powers reliable, clinician-ready abstraction across patients, documents, and sites.
September 5, 2025
July Release: Brim’s new Validation Tool helps you compare abstraction results to a golden dataset, giving you instant insight into accuracy and consistency. With seamless REDCap integration and variable referencing, Brim now supports a fully connected, end-to-end research workflow.
August 28, 2025
Curious how Brim actually turns messy clinical notes into structured, research-ready data? This post walks through each step of the process so you can see exactly how AI-guided abstraction works in practice. Whether you’re running clinical trials, registries, or retrospective studies, you’ll come away with a clear picture of how Brim can fit into your workflow.
August 20, 2025
Chart abstraction powers many aspects of healthcare, but is expensive, time-consuming, and error prone. Learn more about the process, challenges, outsourcing, and applications of AI.
August 15, 2025
Brim is celebrating 100 projects at Vanderbilt and the team effort it took to build a flexible chart abstraction platform across the institution.
August 12, 2025
Brim Analytics now offers full integration with REDCap, enabling researchers to streamline chart abstraction workflows from start to finish. Designed by researchers and backed by ARPA-H, Brim delivers faster, more accurate abstraction, empowering teams to focus on discovery instead of data wrangling.
August 7, 2025
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