Monitoring: Observability
Full-stack monitoring. Includes Distributed Tracing, Log Aggregation, Anomaly Detection and Real User Monitoring (RUM) — delivered by IQDigital's senior team.
Observability shows not just that something is broken but why. IQDigital sets up full-stack monitoring with tools such as Datadog, New Relic and Prometheus with Grafana: distributed tracing across services, centralised logs, real user monitoring, the four golden signals and alerts tuned to actionable problems, with automated recovery for common failures.
Who it's for
- Teams that find out about outages from customers
- Microservice architectures where slow requests are hard to trace
- On-call engineers suffering from alert fatigue
What is observability?
You cannot fix what you cannot see. Traditional monitoring tells you if a server is down; IQDigital’s Observability stack tells you why. We implement full-stack observability using tools like Datadog, New Relic, and Prometheus/Grafana. We move beyond simple 'Uptime' checks to 'User Experience' monitoring.
How distributed tracing and golden signals work
We instrument your code with 'Distributed Tracing.' When a user experiences a slow checkout, we can trace that single request across 20 microservices to pinpoint the exact database query or API call that caused the latency. We collect 'Golden Signals': Latency, Traffic, Errors, and Saturation.
How we tune alerting and self-healing
We set up 'Intelligent Alerting.' We banish 'alert fatigue' by configuring alerts only for actionable anomalies, not random noise. We build 'Self-Healing' systems—if a process crashes, the monitoring system detects it and triggers a restart script automatically. We turn your operations team into all-seeing architects.
What's included
- Distributed Tracing — Tracking requests across microservices.
- Log Aggregation — Centralizing logs for rapid debugging.
- Anomaly Detection — Machine learning to spot unusual patterns.
- Real User Monitoring (RUM) — Tracking frontend performance for actual users.
How an engagement runs
- Diagnose (Week 1) — We find the money before we spend yours.
- Build (2–8 weeks) — Senior engineers. Your stack. Weekly proof.
- Launch (Go-live) — Released against a baseline, not a hope.
- Compound (Ongoing) — The second month should beat the first.
How the work is scoped
- Engagement: Fixed-scope project · optional managed support
Questions about Monitoring
Which monitoring tools do you use?
Datadog, New Relic, and Prometheus with Grafana, chosen to fit your stack and budget.
What is distributed tracing?
Following a single request across every service it touches, so a slow checkout can be traced to the exact database query or API call causing the delay.
What are the golden signals?
Latency, traffic, errors and saturation — the four measurements that best describe the health of a service.
How do you prevent alert fatigue?
Alerts fire only for actionable anomalies, not routine noise, and common failures such as a crashed process trigger automatic recovery.
Often paired with
- CI/CD Pipelines: DevOps — Automated build and release pipelines
- Orchestration: Kubernetes — Automated container management
- Disaster Recovery: Failover — Backups and failover planning
More Cloud Infrastructure, Security & DevOps services
What IQDigital provides
IQDigital designs, deploys and operates production AI and growth systems for European businesses. Engagements are founder-led, integration-aware and built around measurable operational or commercial outcomes.
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