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Vega's Organizational Context makes identity, asset, cloud, and business metadata queryable alongside telemetry in a single KQL flow. Dynamic Lookup Tables let teams define that logic once and reuse it across detections, dashboards, and AI workflows without recomputing it every time.

Vega's IOC Auto-Hunt automatically extracts indicators from threat briefings, matches them against your telemetry, and generates a ready-to-run hunting notebook. Analysts go from briefing to impact assessment to live detection without manual query-building.

Autonomous AI investigations only reduce analyst workload when every query, every piece of evidence, and every decision is visible. A walkthrough of an SMS MFA bypass, end-to-end.

Vega's MITRE Coverage view gives security teams a live heatmap of their ATT&CK posture, no spreadsheets, no manual reconstruction. Every gap sorts into either an actionable detection opportunity or a data blind spot, so the next move is always clear. Engineers can enable or generate detections without ever leaving the view.

Security teams don't choose where their data lives; acquisitions and compliance mandates scatter telemetry across AWS, Azure, and GCP, forcing analysts to stitch together results before an investigation can even begin. Vega's federated engine queries across every cloud and legacy SIEM from a single surface, without ever moving the data.

The Vega Threat Research team identified active exploitation of CVE-2026-22679 - a critical unauthenticated remote code execution (RCE) in the Office Automation and Collaboration platform Weaver E-cology, reachable through an exposed debug endpoint.

Most SOCs assume alerts are inevitable: something will fire, and when it does, the job is to move fast. But watch what actually happens during an investigation and a lot of it doesn’t look like response. It looks like archaeology.

MCP gives agents a standard way to use tools, but most security MCP setups are thin API wrappers over a single product. Real value comes when MCP sits on full visibility and natural language over federated data.

Last week, as we all left RSA, the Mythos leak dominated every conversation. Is it smarter? Is it a leap? Will it change everything? Maybe. But that’s not the question security teams should be asking right now.