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Long-Term Log Storage Without SIEM Costs: The Axoflow Storage Layer
Store security logs long-term without SIEM costs or vendor lock-in. See how the Axoflow Storage Layer uses open Parquet files on object storage you control.
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.
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.
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AxoSyslog 4.23–4.28: Splunk HEC, Elastic Bulk & Arrow Flight
AxoSyslog 4.23-4.28 adds Splunk HEC and Elasticsearch Bulk API sources, an Apache Arrow Flight destination, 50% leaner memory queues, and new FilterX functions.
Migrating to Microsoft Sentinel: Beware of Ingestion Volumes
Sentinel's per-GB pricing turns every noisy, duplicate, unnormalized log into a recurring cost. Here's how to fix the data layer before it shows up on your bill.
Migrating to Google SecOps: Building a Data Foundation That Doesn't Lock You In Twice
If you're moving to Google Security Operations (SecOps, formerly Chronicle), it's worth pausing on whether your migration plan avoids trading one form of lock-in for another. Learn why an autonomous, open data layer in front of SecOps is the answer.
Migrating to Palo Alto Cortex XSIAM: Solving the "Getting Data In" Problem
XSIAM's AI-driven detection depends on clean, schema-mapped data. Here's why ingestion breaks down during migration, and how an open data layer fixes it.
ASD's ACSC Best Practices for Event Logging and Threat Detection: What the 9-Country Advisory Means for Your SOC
In August 2024, ASD's ACSC and 14 partner agencies from eight other countries published a shared logging baseline. Here's what the advisory's four pillars actually require - and how Axoflow's autonomous security data layer meets them.
Migrating Off IBM QRadar: A Security Architect's Guide to De-Risking the Move
IBM QRadar's proprietary DSMs, QID taxonomy, and appliance-centric collection make an exit far riskier than a lift-and-shift. Here's how to decouple your security data layer first and turn a multi-quarter gamble into a controlled, staged cutover.
Migrating Off Splunk: A Security Architect's Playbook for Breaking the Ingest-Cost Spiral
Splunk migrations are triggered by ingest-cost economics, not query language. This playbook covers why Splunk configs resist clean migration and how decoupling ingestion from the SIEM de-risks the cutover.
Closing the Data-Detection Gap: What We're Building
SANS 2026: 80% of detection teams can barely keep pace. Faster rule-writing won't help, a stable data layer will. See how to run Sigma in-stream, before the SIEM
Raw Logs Get AI Triage Wrong. Every Time.
We gave a security agent raw, unnormalized vendor logs and asked it to triage a real attack scenario. Nine runs, zero correct. Here's why raw logs break AI triage — and what changes once the data is normalized and enriched.
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