Blog & Insights

Perspectives on AI in healthcare, clinical data, and the future of trials.

AI in Healthcare8 min read

Agentic AI Is Coming for Clinical Data Review — Here's What Changes

June 2026

Why LLM agents will reshape query management, and the human oversight guardrails regulators will expect.

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Data Standards6 min read

Seven SDTM Mapping Mistakes That Delay Submissions

April 2026

Common pitfalls in domain mapping, controlled terminology, and define.xml — and how to catch them early.

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Regulatory10 min read

Making Sense of Evolving FDA Guidance on AI in Drug Development

February 2026

A practical reading of recent guidance for teams deploying ML in GxP environments.

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Real-World Evidence7 min read

Tokenization and the New Era of Trial–RWD Linkage

December 2025

How privacy-preserving linkage is unlocking long-term outcomes without new site visits.

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Career5 min read

From Clinical Data Manager to Data Scientist: A Practical Roadmap

October 2025

The skills bridge that CDM professionals already have — and the gaps worth closing first.

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Clinical Trials9 min read

Wearable Data in Trials: Quality Frameworks That Actually Scale

August 2025

Sampling rates, missingness, and QC gates for high-frequency sensor streams.

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