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10x search improvement? Optimize Splunk fields with Axoflow
Indexed fields can make Splunk searches up to 10x faster. See how Axoflow sends payload- and externally-derived metadata to Splunk efficiently.
Beyond Cutting Cost: Why Data Quality Makes Security Pipelines Strategic
Anton Chuvakin and Tim Peacock interview Balázs Scheidler on why data quality, not just cost cutting, makes security data pipelines strategic.
Axoflow’s Storage Strategy: Building the Security Data Layer
Axoflow's storage strategy for the Security Data Layer: edge storage, cost-efficient data lakes, stream processing, and air-gapped deployments.
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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.
OMB M-26-14: What Federal Agencies Need to Know About the New Logging Mandate
How Federal Agencies can meet the requirements of the OMB M-26-14 logging mandate, and how Axoflow can help them to get there fast and in a cost-effective way
AxoSyslog internals: flow control, window size, queues, and batching
How AxoSyslog implements in-application ACK, flow control, memory and disk buffers, batching, and how log-iw-size interacts with batch-lines under the hood
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.
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No More Parser Maintenance: Why Detection Engineering Can't Work Without a Pipeline That Keeps Up
Detection rules fail silently when parsers miss schema changes. Learn how autonomous classification keeps your fields where your detections expect them.
Message delivery guarantees in security data pipelines
How delivery guarantees, flow control, and buffers behave in security data pipelines across UDP, TCP, HTTP, gRPC, OpenTelemetry Collector, Kafka, and AxoSyslog.
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.
Getting Data into XSIAM the Right Way: A Deep Dive with Axoflow
How Axoflow solves the Getting Data In problem for Cortex XSIAM: automated LEEF formatting, XDM normalization, and clean, ready-to-use security data.
How to Cut SIEM Costs 30- 85% Without Losing Detection Coverage
Cut SIEM costs 30-85% without losing detection coverage. Why sampling, index-time filtering, and tiering fall short, and how pipeline-first filtering wins.
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