From PDFs to Insights: How to Build a Clinical Trials Knowledge Assistant

Databricks
1,443 views February 3, 2026

Stop drowning in unstructured PDFs and start generating actionable regulatory insights. In clinical development, auditing a single protocol against FDA or EMA standards can take weeks. This demo shows how Agent Bricks transforms a mountain of chaotic PDFs into a precision-tuned Knowledge Assistant that understands your domain in seconds. Key Highlights: - Unstructured Data Mastery: Process diverse clinical PDFs and regulatory guidelines with ease. - Task-Specific Optimization: Watch the agent learn complex business logic (like "ongoing vs. completed" trials) through simple feedback. - Regulatory Intelligence: Automatically audit protocols against regulatory standards. - Multi-Agent Scaling: See how to integrate text-based assistants with structured data tools like Genie on the Databricks Lakehouse. Transform weeks of manual work into minutes of automated insight. CHAPTERS: 00:00 – Challenges in Unstructured Clinical Data 00:36 – Architecture: Agent Bricks Knowledge Assistant 01:06 – Data Foundation: Protocols & Regulations 02:26 – Setup: Building the Knowledge Assistant 03:52 - Live Demo: Querying & Discovery 08:03 - Wrap-Up & Next Steps 📚 Resources: Learn more about Agent Bricks Knowledge Assistant: https://docs.databricks.com/aws/en/generative-ai/agent-bricks/knowledge-assistant

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