Solutions

Solutions are comprehensive guides that demonstrate how to combine Catalyzed’s components to solve real-world problems. Each solution walks through the complete data model, pipeline design, and improvement loop for a specific use case.

Available Solutions

Threat Intelligence Triage Automated security event triage with notification decisions based on threat intelligence context.

What Makes a Solution Different from a Guide?

Guides focus on individual features or workflows (e.g., “How to query data” or “How to process files”).

Solutions show how multiple components work together end-to-end for a specific business problem:

• Complete data model (datasets, tables, files)
• Knowledge base configuration
• Pipeline design with input/output schemas
• The improvement loop (signals, examples, evaluations, synthesis)

Building Your Own Solution

Each solution follows a common pattern:

1. Define the data layer - What tables and files do you need?
2. Build the knowledge base - What context does the pipeline need?
3. Design the pipeline - What inputs, outputs, and decision logic?
4. Instrument the feedback loop - How will you capture signals and improve?

Use these solutions as templates for your own implementations.