Monitor Type

Custom Metrics Monitoring

Monitor business-specific and technical metrics with tailored thresholds.

Custom Metrics Monitoring dashboard preview

What this monitor checks

Business KPIs

Alert when conversion, queue depth, or throughput shifts unexpectedly.

Service internals

Track app-specific indicators not covered by generic checks.

Threshold logic

Define incident triggers around your own service objectives.

Common use cases

Queue backlog tracking

Catch asynchronous processing slowdowns before user impact.

Revenue flow detection

Detect transaction funnel degradation in near real time.

Custom SLO monitoring

Align alerts directly to internal reliability and business targets.

Implementation blueprint

1. Define critical targets

Start with services and workflows that create direct customer or revenue impact.

2. Tune alert thresholds

Use warning and critical layers so on-call responders get signal without alert fatigue.

3. Validate escalation flow

Simulate failures and verify acknowledgement, assignment, and recovery behavior end-to-end.

Suggested thresholds

SignalRecommended baselineEscalate when
KPI varianceWithin expected bandOutside band for 10 minutes
Error budget burn< 1.0x> 2.0x sustained
Queue deviationNear baseline2x baseline deviation

FAQ

What metrics work best for custom monitoring?

Prioritize business-impacting signals such as throughput, conversion, queue depth, and failure rates.

How should I set initial thresholds?

Use historical baseline percentiles and iterate after observing one full release cycle.

Should custom metrics replace uptime checks?

No. Use custom metrics with uptime checks to cover both system health and business outcomes.

Related monitor types

API Monitoring

Use together to reduce blind spots and catch degradation before customer impact.

Explore API Monitoring

Choose your preferred alert channels

Notify the right responders instantly across channels your team already uses.

Email and SMS

Deliver rapid alerts with fallback channels for critical incidents.

Slack and Teams

Route monitor events directly into team collaboration channels.

Webhooks and integrations

Trigger downstream workflows in PagerDuty, Opsgenie, and internal tools.

Advanced capabilities included

Multi-location monitoring

Run checks from multiple regions to isolate local routing issues from global outages.

Maintenance windows

Pause checks during planned maintenance to keep alert noise low and signal clear.

Recurring notifications

Keep stakeholders informed when incidents remain open for longer durations.

Status communication

Coordinate internal and customer updates with status page friendly incident workflows.

What teams value most

"We moved from delayed outage discovery to immediate, actionable alerts with clear ownership."

Deploy Custom Metrics Monitoring checks quickly

Create your monitor, define escalation policy, and start getting reliable signal in minutes.