Dev.to
7/14/2026

Using AI to Add Business Context to Cloud Security
Short summary
A practical walkthrough of using Orca's MCP server to automatically enrich cloud security alerts with business context — exposure, data sensitivity, environment, and history — before a human analyst sees them. The author details the 27 MCP tools now available, the standard SOC questions answered per alert, and how automated triage summaries let teams escalate, batch, or ignore alerts with confidence. Token costs are tracked per enrichment for operational transparency.
- •Orca's MCP server automates cloud security alert enrichment with 27 tools answering standard SOC questions
- •AI triage delivers thorough context (exposure, data sensitivity, environment, history) at speed, replacing manual investigation
- •Token costs tracked per alert for operational cost transparency
Generated with AI, which can make mistakes.
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