For Security Teams
Security observability.
Not just passive logging.
Transform your existing OpenTelemetry telemetry pipeline into an active threat detection and forensic investigation layer with zero added agent overhead.
Zero-overhead kernel probes for TCP, HTTP/2, and DNS latency without application restarts.
Automatic span injection with W3C baggage propagation across polyglot microservice runtimes.
Tracks token consumption, prompt drift, model invocation latency, and tool execution trees.
Single ClickHouse backend for logs, traces, metrics, and profiles with zero storage silos.
Indexes span IDs directly into log metadata, eliminating manual grep during production outages.
Continuous IQR & seasonal forecasting to alert on statistical anomalies before customers report errors.
Correlates telemetry with git commit history and engineering runbooks to draft instant post-mortems.
Routes rich incident cards with trace IDs, flamegraphs, and error frequencies directly into Slack and PagerDuty.
Human-confirmed operator actions: traffic shedding, canister isolation, and canary rollbacks.
Problem & Solution
The challenges every security teams faces
And how aiAxonIQ solves them with unified telemetry.
SIEM Gaps & Blind Lateral Movement
Traditional SIEM solutions ingest perimeter firewall and authentication logs but remain completely blind to distributed RPC calls, internal microservice queries, and data extraction patterns.
Full multi-signal correlation joining security audit events directly with end-to-end distributed trace spans, revealing anomalous internal database queries and unauthorized lateral traversal.
Explore SecurityExhausting Audit Preparation
Preparing evidence for SOC 2 Type II, ISO 27001, and HIPAA compliance audits requires weeks of manual log collation, validation of retention windows, and proof of non-tampering.
Cryptographically immutable audit trails, automated PII masking at ingestion, and one-click compliance export packages that satisfy rigorous auditor verification in minutes.
Explore Log ManagementUncontextualized Security Alerts
Security alerts often notify on isolated IP addresses or token failures without revealing which customer tenant was affected or which application code path executed the suspicious query.
Every security event is bundled with correlated distributed traces, HTTP request headers, and container metadata, enabling security analysts to triage incidents in seconds instead of hours.
Explore SecurityExecution Flow
How it works in practice
Your improved workflow from ingestion to resolution, step by step.
Unified Architecture
Platform modules used
Everything security teams need, in one place.
Why it works
Active Security Intelligence from Everyday Telemetry
Deploying yet another heavyweight security agent on your production nodes introduces performance instability and operational overhead. aiAxonIQ extracts security intelligence directly from the telemetry your systems already generate. By inspecting request paths, distributed trace headers, and database query signatures inside the Kafka-backed pipeline, security teams detect zero-day exploits and internal exfiltration attempts without slowing down production applications.