For DevOps & SRE Teams
Stop firefighting.
Start preventing.
From alert to root cause in seconds without switching tools. aiAxonIQ delivers correlated telemetry streams across logs, traces, and metrics so your teams ship faster and maintain 99.99% reliability.
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 devops & sre teams faces
And how aiAxonIQ solves them with unified telemetry.
Alert Fatigue & Incident Storms
Hundreds of un-deduplicated alerts firing simultaneously across disparate monitoring tools. On-call engineers are inundated with false alarms, missing the true high-severity signals and burning out during nocturnal incidents.
Intelligent composite rules, dynamic cooldown windows, and label-based silences collapse cascading alert storms into a single grouped incident dossier, automatically enriched with correlated trace IDs, runtime logs, and metric baselines.
Explore AlertingSlow Root Cause & Context Switching
Engineering teams lose 45+ minutes jumping between separate tabs for Jaeger tracing, Prometheus dashboards, and Elasticsearch logs, painstakingly copy-pasting trace IDs and guessing time-offset correlations.
Direct trace-to-log and trace-to-metric hyperlinks powered by unified ClickHouse storage. Clicking any span instantly reveals the exact log entries, container CPU spikes, and downstream network latency from that precise microsecond.
Explore APM & TracingSiloed Telemetry & High Ingest Costs
Running separate collector daemons for logs, metrics, and application traces wastes CPU overhead on production nodes while fragmented query languages prevent cross-signal correlation and drive surprise billing.
One single OpenTelemetry-native pipeline backed by Apache Kafka and columnar ClickHouse rollups. Stream all telemetry through open standards with sub-second query speeds and zero vendor lock-in.
Explore Log ManagementExecution Flow
How it works in practice
Your improved workflow from ingestion to resolution, step by step.
Unified Architecture
Platform modules used
Everything devops & sre teams need, in one place.
Why it works
Engineered for the 2:00 AM PagerDuty Incident
When critical production workloads degrade in the middle of the night, engineers need immediate answers, not a maze of disconnected dashboards. aiAxonIQ links every alert directly to the responsible trace, isolates downstream bottlenecks, and surfaces correlated error logs in under three clicks. Ingestion is decoupled through Apache Kafka with dead-letter queue resilience, ensuring telemetry is safely captured even during massive traffic spikes.