Welcome to Artificially Real, the only life sciences blog dedicated to AI solutions expanding Real World Data research.
Understand the biggest trends in AI impacting the Life Sciences industry. Understand the business values companies are recognizing through the use of LLMs and RWD.
Learn about changes companies have to make to achieve their business goals. Hear about the latest regulatory changes impacting your business operations.
Learn about industry best practices for designing, implementing, operating, and managing AI programs effectively.
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See the impacts realized by these inititives.
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BUILDING SMARTER LIFE SCIENCES LLMs: Solution Training and Management
Article 4 – Solution Training and Management
From Ario Health’s “Building Smarter Life Sciences LLMs” series
Deploying an LLM is just the beginning. In life sciences, where precision and compliance are non-negotiable, managing that solution over time is critical. This article explores how to maintain performance, reliability, and regulatory alignment through structured LLM lifecycle management.
We dive into practical strategies for addressing prompt drift, implementing MLOps tailored to generative AI, monitoring output quality, enabling human-in-the-loop feedback, and establishing robust governance frameworks.
Each section includes real-world use cases and expert tips to help IT and strategy leaders ensure their LLMs continue delivering value long after go-live.
