AI Automation

Rules that act on signals, models that predict them, and the agents that carry out remediation
Active rules

19

of 24
Executions (7d)

412

+64
Success rate

97.1%

+0.6%
Awaiting approval

5

high impact

Automation rules

Trigger → condition → action. High-impact actions require approval before they run.

RuleTriggerActionRunsTypeStatus
Restart stuck ETL job

auto-approved

etl.job.stalled > 30mRetry execution38AutoEnabled
Scale checkout pods

auto-approved

p99 > 2s for 5mScale +2 replicas17AutoEnabled
Failover payments replica

needs approval

replication lag > 10sPromote replica2ApprovalEnabled
Clear CDN cache

auto-approved

5xx spike on staticPurge edge cache6AutoEnabled
Throttle AI provider

needs approval

cost anomaly > 3σLower rate limit3ApprovalEnabled
Rollback deploy

draft

error rate > 5% post-deployRevert to previous0ApprovalDisabled

No matching results

Predictive insights

Model output the platform believes is actionable. Approve to turn an insight into a scheduled action; dismiss to feed the rejection back into training.

orders replica will breach lag SLO0.79

Predicted within 4 hours, based on the backfill schedule and current write volume.

AI spend will exceed monthly budget0.91

Current burn projects 118% of the Claude + GPT budget by month end.

partner-api error budget exhausted0.68

Recommend freezing non-critical changes until the window resets.

ML models & remediation agents

Models scoring signals, and the agents installed in customer environments that execute approved actions

NameTypeVersionAccuracyLast trainedStatus
latency-anomaly

anomaly detection

Modelv1494.2%2d agoServing
cost-forecast

forecasting

Modelv891.7%1d agoServing
alert-triage

classification

Modelv2188.1%9d agoRetrain due
incident-grouping

clustering

Modelv1196.0%4d agoServing
remediation-agent-01

us-east-1 · prod

Agent2.4.1heartbeat 22s agoOnline
remediation-agent-02

eu-west-1 · prod

Agent2.4.1heartbeat 31s agoOnline
remediation-agent-03

us-west-2 · stage

Agent2.3.0heartbeat 14m agoStale
remediation-agent-04

on-prem · dc1

Agent2.2.6heartbeat 3d agoOffline

No matching results

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