May 18, 2026 Product Federated Search Meets the Context Layer: Organizational Context and Dynamic Lookup Tables Vega's federated search makes organizational context queryable alongside telemetry in one KQL flow. Dynamic Lookup Tables turn shared logic into continuously refreshed, reusable assets for detections, investigations, and AI.
May 13, 2026 Product Every Threat Briefing, Hunted on Arrival Vega's IOC Auto-Hunt runs the backsearch on every incoming threat briefing. By the time you open the page, hits are already surfaced and the hunt notebook is ready to run.
May 11, 2026 Product No Black Boxes: Transparent AI Investigations for the SOC 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.
May 7, 2026 Product MITRE ATT&CK Coverage Gaps You Can See, Prioritize, and Close Vega's MITRE Coverage view answers "are we covered?" with a heatmap fed by live telemetry and live detection state. Every uncovered technique becomes either an actionable gap or a blind spot, with a concrete next move.
May 1, 2026 Product Query Every Cloud at Once, Without Moving a Byte of Data Vega's federated analytics engine and in-place reverse indexing now span AWS, Azure, GCP, and every major legacy SIEM - one query, normalized results, zero cross-cloud data movement.
Apr 15, 2026 Product Fix the Alert Before It Fires Most SOC investment goes toward making investigations faster. But a huge share of that work is reconstructing context that should have been there from the start. Fix upstream and investigations get faster as a byproduct.
Apr 9, 2026 Product MCP Is Everywhere. Most Implementations Are Wasting Your Time. Most MCP implementations in security are read-only API wrappers. Learn how natural language MCP endpoints over federated data change detection engineering, threat hunting, and alert triage.
Apr 7, 2026 Product A Brilliant Brain Without Eyes Is Still Blind: Why AI Security Needs a Better Data Layer Smarter on what data? Why Mythos and MCP don't fix missing evidence - and what federated analytics, durable history, and normalization require for investigation-grade AI in the SOC.
Mar 20, 2026 Product Federated Security Analytics: Why Moving Compute to Data Is Replacing Centralized SIEM Centralized SIEMs move data to compute; federated analytics moves compute to data. Broader coverage, less operational overhead, and a unified layer ready for AI-driven security operations.
Mar 18, 2026 Product The Buzzwords Are New. The Architecture Isn't. A field guide to RSA 2026 - agentic AI, next-gen SIEM, single pane of glass, and what nobody will say out loud about visibility, cost, and detection completeness.
Dec 16, 2025 Product Three Months at Vega: Early Signals, Real Traction, and a Radical AI-Native SOC Vision Reflections on momentum, product-market fit, and what it takes to build the operating system for AI-native security operations
Nov 26, 2025 Product No Data Left Behind: The Evolution from Index to Mesh in Security Analytics How security data is growing faster than traditional analytics models can handle, and why federated mesh architectures represent the next evolution beyond centralized SIEMs
