Anomaly engine
Continuous baseline learning across production telemetry with sub-second deviation alerts.
Private beta · Q2 2026
Production telemetry that actually tells you what changed.
Continuous baseline learning across logs, metrics, and traces. Sub-second deviation alerts with enough context that the fix is obvious.
What it does
Four pieces. No new DSL. Start with the anomaly engine and grow into the rest.
Signal routing
Typed event streams with schema contracts, replay, and deterministic fan-out.
Unified query
One SQL surface across logs, metrics, and traces. No new DSL to learn.
Budget guardrails
Per-tenant cost ceilings with automatic back-pressure and graceful degradation.
-- alert when p99 latency drifts 2σ above the 14d baseline
SELECT service, percentile(latency_ms, 0.99) AS p99
FROM traces
WHERE env = 'prod'
GROUP BY service
HAVING p99 > baseline(service, '14d') + 2 * stddev();
How it works
Ship OTEL, point it at Helix, and let baselines form. That is the install.
Point and observe
Drop-in OpenTelemetry exporter. No agents, no sidecars, no new SDK calls.
Learn the baseline
Helix models seasonality per service and per tenant. Baselines tighten over 48 hours.
Route the signal
Deviations fan out to the tools your team already uses, with the query that proved them.
Frequently asked
Do we need to rewrite our instrumentation?
No. If you are already on OpenTelemetry you can point your collector at a Helix endpoint. If you are not, we have a thin SDK that stays out of your hot path.
What happens during an outage on your side?
The exporter buffers locally and replays when the endpoint returns. Guardrails default to fail-open for metrics and fail-closed for billing events.
Where does the data live?
Regional tenancy in us-east, us-west, and eu-west. Data never leaves your chosen region. VPC peering is available on the Scale tier.
How is pricing structured?
Per-tenant ingest with a flat platform fee. Budget guardrails are on by default so an incident cannot generate an incident on your bill.
Join the private beta
Occasional updates from the team, no spam. Beta access goes out in batches of twenty-five.