Blog
Stay in the loop: Updates, Innovations, and Community Insights
SOC

The pipeline was never the destination
Gartner's 2026 Hype Cycle dropped standalone security data pipelines and added Security Data Lakes. What this market shift means for your SOC.

The Data Floor Sets the AI Ceiling
AI SOC performance is capped by telemetry quality. Learn why vendor-owned normalization, not brittle rule maintenance, sets your AI ceiling.

Why Your AI SOC Is Only as Good as the Data Feeding It
AI SOCs underperform when fed messy, human-oriented telemetry. Why machine-readable, normalized security data is the real foundation of an AI-native SOC.

The End of the Monolithic SIEM: Why Decoupled Security Architectures Are Growing In Popularity
Monolithic SIEMs are failing under cloud scale and rising costs. Why decoupled security architectures and pipelines replace ingest-everything models.

How’s that AI copilot working out for you?
AI copilots make manual work faster but still need babysitting. How an autonomous security data layer removes the manual work while you keep control.

If You Own the Pipeline, You Own the Future of the SOC
Security data pipelines are becoming the SOC's control plane. Key report findings on cost efficiency, data quality, and faster investigations.

Top 15 Cybersecurity Voices who Actually Give A Damn
The top 15 cybersecurity voices who actually give a damn: practitioners, thinkers, and builders shaping security. No buzzwords, no vendor hype.

Drowning in Security Data: Why SOCs and CISOs are Rethinking the Pipeline
Why CISOs and SOC teams are rethinking SIEM pipelines: cut costs, improve log quality, eliminate blind spots, and automate security data operations.

Poor Data + Lack of Automation = SOC Burnout
Key findings from Splunk's 2025 State of Security report: poor data quality and alert overload drive SOC burnout. How automated pipelines help.

$7M to improve security data quality
Axoflow will use its $7 million seed funding to make security data easy-to-handle everywhere: during collection, routing, and in the SIEM.

How Host Attribution Empowers Security Teams with Previously Missing Context
Without reliable host attribution, security teams lose vital context. Axoflow's inventory enriches data so you can pinpoint every event's source.
Subscribe to stay in touch
Sign up for our newsletter to be the first to knew about new articles. We are excited to be realizing our vision above with a full Axoflow product suite.