From PDFs to Insights: How to Build a Clinical Trials Knowledge Assistant @Databricks
From PDFs to Insights: How to Build a Clinical Trials Knowledge Assistant  @Databricks
Uploaded February 2026 | Updated September 2026, 2 weeks ago
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: docs.databricks.com/aws/en/generative-ai/agent-bricks/knowledge-assistant
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From PDFs to Insights: How to Build a Clinical Trials Knowledge Assistant

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