Uploaded May 2026 | Updated September 2026, 2 weeks ago
When a breach happens, every second counts. If your playbooks are buried in manuals and your telemetry is siloed in tables, your SOC is operating with a handicap. In this video, we build a *Security Governance Hub* using *Agent Bricks* to turn passive documentation into an adaptive, multi-agent system.
We bridge the gap between structured incident data (SQL/Genie) and unstructured institutional knowledge (PDFs) to ensure your SOC evolves as fast as the threats it faces.
๐ What Youโll Learn:
โข ๐๐ง๐จ๐ฐ๐ฅ๐๐๐ ๐ ๐๐ฌ๐ฌ๐ข๐ฌ๐ญ๐๐ง๐ญ: Ingest and query complex PDF playbooks without manual parsing logic.
โข ๐๐ญ๐ซ๐ฎ๐๐ญ๐ฎ๐ซ๐๐ ๐๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ: Use AI/BI Genie to ask natural language questions of your telemetry.
โข ๐๐ก๐ ๐๐ฎ๐ฅ๐ญ๐ข-๐๐ ๐๐ง๐ญ ๐๐ฒ๐ฌ๐ญ๐๐ฆ: Use the Supervisor Agent to correlate live signals with detection steps defined in your playbooks.
โข ๐๐๐๐ฎ๐ซ๐ข๐ญ๐ฒ & ๐๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐: How Unity Catalog ensures the AI never sees data it isn't supposed to.
๐ ๏ธ The Tech Stack:
โข ๐๐ ๐๐ง๐ญ ๐๐ซ๐ข๐๐ค๐ฌ: Framework for building domain-specific agents.
โข ๐๐๐ญ๐๐๐ซ๐ข๐๐ค๐ฌ ๐๐๐ค๐๐ก๐จ๐ฎ๐ฌ๐:The secure foundation for all your data.
โข ๐๐ง๐ข๐ญ๐ฒ ๐๐๐ญ๐๐ฅ๐จ๐ : For identity-based access and automatic PII masking.
โข ๐๐๐๐ฅ๐จ๐ฐ: For tracing and evaluating LLM-as-a-Judge metrics.
๐ Timestamps:
0:00 - Intro: The Hidden Cost of "Knowledge Debt"
0:39 - Analyzing SOC Data Sources (Structured vs. Unstructured)
2:03 - Demo: The Knowledge Assistant (KA) for PDF Playbooks
3:55 - Demo: AI/BI Genie for Structured Incident Telemetry
5:43 - The Supervisor Agent: Connecting the Dots
7:51 - Technical Deep-Dive: Tuning for SOC Accuracy
8:18 - 1. Tuning Genie: Golden SQL & Trusted Assets
12:02 - 2. Tuning Knowledge Assistant: Semantic Filtering & Examples
13:23 - 3. Tuning the Supervisor
13:53 - Monitoring & Evaluation: MLflow & LLM-as-a-Judge
15:27 - Governance & Privacy: Unity Catalog & Masking
16:12 - Conclusion: Agent Bricks as part of the Databricks ecosystem
๐ Resources & Next Steps:
Try Agent Bricks: databricks.com/product/artificial-intelligence/agent-bricks
When a breach happens, every second counts. If your playbooks are buried in manuals and your telemetry is siloed in tables, your SOC is operating with a handicap. In this video, we build a *Security Governance Hub* using *Agent Bricks* to turn passive documentation into an adaptive, multi-agent system.
We bridge the gap between structured incident data (SQL/Genie) and unstructured institutional knowledge (PDFs) to ensure your SOC evolves as fast as the threats it faces.
๐ What Youโll Learn:
โข ๐๐ง๐จ๐ฐ๐ฅ๐๐๐ ๐ ๐๐ฌ๐ฌ๐ข๐ฌ๐ญ๐๐ง๐ญ: Ingest and query complex PDF playbooks without manual parsing logic.
โข ๐๐ญ๐ซ๐ฎ๐๐ญ๐ฎ๐ซ๐๐ ๐๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ: Use AI/BI Genie to ask natural language questions of your telemetry.
โข ๐๐ก๐ ๐๐ฎ๐ฅ๐ญ๐ข-๐๐ ๐๐ง๐ญ ๐๐ฒ๐ฌ๐ญ๐๐ฆ: Use the Supervisor Agent to correlate live signals with detection steps defined in your playbooks.
โข ๐๐๐๐ฎ๐ซ๐ข๐ญ๐ฒ & ๐๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐: How Unity Catalog ensures the AI never sees data it isn't supposed to.
๐ ๏ธ The Tech Stack:
โข ๐๐ ๐๐ง๐ญ ๐๐ซ๐ข๐๐ค๐ฌ: Framework for building domain-specific agents.
โข ๐๐๐ญ๐๐๐ซ๐ข๐๐ค๐ฌ ๐๐๐ค๐๐ก๐จ๐ฎ๐ฌ๐:The secure foundation for all your data.
โข ๐๐ง๐ข๐ญ๐ฒ ๐๐๐ญ๐๐ฅ๐จ๐ : For identity-based access and automatic PII masking.
โข ๐๐๐๐ฅ๐จ๐ฐ: For tracing and evaluating LLM-as-a-Judge metrics.
๐ Timestamps:
0:00 - Intro: The Hidden Cost of "Knowledge Debt"
0:39 - Analyzing SOC Data Sources (Structured vs. Unstructured)
2:03 - Demo: The Knowledge Assistant (KA) for PDF Playbooks
3:55 - Demo: AI/BI Genie for Structured Incident Telemetry
5:43 - The Supervisor Agent: Connecting the Dots
7:51 - Technical Deep-Dive: Tuning for SOC Accuracy
8:18 - 1. Tuning Genie: Golden SQL & Trusted Assets
12:02 - 2. Tuning Knowledge Assistant: Semantic Filtering & Examples
13:23 - 3. Tuning the Supervisor
13:53 - Monitoring & Evaluation: MLflow & LLM-as-a-Judge
15:27 - Governance & Privacy: Unity Catalog & Masking
16:12 - Conclusion: Agent Bricks as part of the Databricks ecosystem
๐ Resources & Next Steps:
Try Agent Bricks: databricks.com/product/artificial-intelligence/agent-bricks
