Use cases
How Sutrace fits real teams.
Six concrete shapes — the four signal surfaces, plus the compliance angle and the entry-level hardware kit.
AI engineers / CISOs
AI agent observability — watch every agent, every token, every prompt under one dashboard
Hard budget caps, on-host prompt redaction, multi-provider routing visibility, and prompt-injection telemetry for teams shipping LLM agents in production. EU residency by default.
CTOs, DPOs, vendor-risk owners, security and compliance leads at SaaS vendors selling into regulated EU enterprises
Observability for NIS2, DORA, EU AI Act, and IEC 62443 supplier-cascades
When your customer is a regulated entity in energy, manufacturing, finance, or healthcare, their compliance obligations cascade onto you. Sutrace is the EU-resident observability backbone designed to survive supplier-cascade audits without rewriting your stack.
Plant engineers, controls integrators, ops teams evaluating industrial observability before committing to a rollout
The $99 ESP32 demo kit — real industrial signals on a dashboard in 30 minutes
An ESP32-S3 bench kit that proves the wiring story end-to-end — 4-20 mA sensors, dry contacts, I2C, MQTT, EU-resident dashboard. From box-open to first datapoint in half an hour.
DevOps / customer success
A status page that auto-reflects monitored reality
Most public status pages are PR pages that say "all systems operational" while half the regions are on fire. The fix is architectural, not editorial. Here's how Sutrace does it.
Industrial mid-market
Industrial monitoring for the mid-market — retrofit, don't rip and replace
How a 5–100-person industrial shop replaces fragmented Siemens/Rockwell/Ignition tooling with one Sutrace dashboard, without ripping out the existing PLCs.
SRE / platform engineers
OpenTelemetry backend — OTel-first, not OTel-bolt-on
A native OTLP backend for traces, metrics, and logs with cardinality cost attribution before ingest. EU residency by default. No proprietary agents required.