For Fast-Growing Startups
Enterprise observability.
Startup-friendly pricing.
World-class observability with logs, metrics, traces, and LLM telemetry, priced against the telemetry you send rather than the hosts you run or the engineers you hire.
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 fast-growing startups faces
And how aiAxonIQ solves them with unified telemetry.
Host & Seat-Based Pricing Traps
Legacy enterprise vendors bill per-host, per-container, and per-user seat. Startups face crippling five-figure annual contracts before even reaching product-market fit.
A transparent volume-based quote. You are billed on the telemetry you send, with unlimited team seats and no host tax, so adding an engineer or a container never moves the number.
Explore All modulesInfrastructure Maintenance Burden
Attempting to self-host and maintain Prometheus, Grafana, OpenSearch, and Jaeger consumes precious senior engineering hours that should be dedicated to customer product features.
A fully managed, turnkey observability SaaS that deploys in 5 minutes. Or deploy our open stack via Docker Compose on your own cloud when you require complete data sovereignty.
Explore All modulesUnmonitored LLM Costs & Latency
Modern startups integrating OpenAI, Anthropic, or local LLMs struggle with unpredictable API spend, token consumption spikes, and slow prompt response times.
Native LLM observability built in alongside infrastructure metrics. Track prompt tokens, completion latency, model error rates, and total dollar cost per user session.
Explore APM & TracingExecution Flow
How it works in practice
Your improved workflow from ingestion to resolution, step by step.
Unified Architecture
Platform modules used
Everything fast-growing startups need, in one place.
Why it works
Ship Fast Today. Scale to Billions Tomorrow.
Early-stage founders and lean teams need tools that accelerate development velocity rather than adding administrative red tape. aiAxonIQ provides the exact same high-performance ClickHouse and Kafka engine used by enterprise architectures, but packaged with immediate friction-free onboarding. Invite your entire engineering team with unlimited seats, and let the bill follow your traffic rather than your headcount.