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Drift AlertsV1 · LIVE

Notified only when
it matters.

Webhooks that fire when a profile axis crosses your threshold — and stay silent otherwise. Unlike polling, no noise. Unlike rule engines, the trigger is probabilistic — driven by calibrated ensemble output, not a brittle if-statement. Every payload ships with its audit manifest.

Per-axisThresholds
<5sP95 e2e
HMACSigned
≥1×Delivery
● FIREDdrift-alerts · actor:84a2 · sentimentP95 4.2s
0.000.250.500.751.00thr 0.30FIRE · t25t-32 ticksnow
0.30
— webhook payload
{
  "event":    "drift.fired",
  "entity":   "actor:84a2",
  "axis":     "sentiment",
  "prev":     0.30,
  "new":      0.27,
  "delta":    -0.03,
  "threshold": 0.30,
  "fired_at": "t25",
  "manifest": "0x7a3f…c41"
}
— delivery log
200goldman/desk-784ms
200compliance/aml-q112ms
200risk/limits-engine63ms

Live monitor · drag the threshold to see exactly when the webhook fires.

§ 01Critical features
01

Custom thresholds

You set the threshold per axis, per entity. No global defaults that don’t match your risk appetite.

02

Manifest in payload

Every webhook carries the full audit manifest. Your downstream system inherits reproducibility for free.

03

HMAC signed

Standard webhook signing. Verify authenticity before you process anything in your stack.

04

Retry semantics

At-least-once delivery, exponential backoff, and a dead-letter queue for the unrecoverable.

05

P95 < 5s

End-to-end latency from drift detection to webhook delivery, ninety-fifth percentile.

06

Composable axes

Built-in axes (sentiment, exposure, risk) plus your Custom Axes from the V2/V3 marketplace.

§ 02Where it earns its keep

Credit risk monitoring

Drift in counterparty exposure fires before your traditional limits engine even wakes up.

AML / fraud

Actor-profile drift triggers a compliance review — with the audit manifest already attached.

Market structure

A government’s policy stance shifts and the alert fires in seconds, not after the news cycle.

Position management

Portfolio managers get pinged the moment a thesis-critical axis moves past their conviction line.

§ 03Configure it

One call to a signed, probabilistic trigger.

Pick an entity, an axis, a threshold, and an endpoint. The webhook the monitor previews is the webhook this call wires up.

drift_alert.py
from deino import Client

client = Client(api_key="dno_live_...")

alert = client.drift_alerts.create(
  entity="actor:84a2",
  axis="sentiment",
  threshold=-0.30,
  direction="any",        # up | down | any
  webhook="https://your-app.io/hooks/deino",
  secret="whsec_...",        # HMAC signing
)

print(alert.id)
# alert_8c4d2a1f — fires when the axis crosses threshold
§ 04Where it connects

The trigger that moves the rest.

A Drift Alert is rarely the end of the story — it’s the signal that wakes up the next product in the line, all reading the same ontology.

§ Final

See Drift Alerts in production.

Founder-led demos for design partners. A free tier is active today for self-serve evaluation.