Grafana Consulting & Dashboard Development

Monitoring built around your production questions

A dashboard should help your team decide what to investigate next. Scattered metrics, inconsistent labels, slow queries, and alerts without clear owners make that harder. Scaylar starts with your critical services and the questions engineers need answered: which requests are failing, where latency increased, and whether a dependency or deployment caused the change. We then plan the data sources, dashboards, and alert rules around those investigations.

( GRAFANA CONSULTING SERVICES )

Grafana implementation for dependable production monitoring

Our Grafana development services cover assessment, implementation, dashboard design, data source integration, alert configuration, and optimization. We review your existing monitoring first, agree on the services and signals in scope, and validate the resulting views against known application behavior before handover.

Software engineering team collaborating at computers in an office

Custom Grafana Dashboard Development

Build service, infrastructure, and operational dashboards with useful units, time ranges, variables, and drilldowns. We organize request rates, errors, latency, resource usage, and business signals around the people investigating them, with reusable views for different services and environments.

Prometheus & Data Source Integration

Connect Grafana to Prometheus, cloud monitoring, PostgreSQL, and other supported sources. We review exporter coverage, metric labels, query permissions, and PromQL or SQL queries so panels report meaningful values and teams understand missing data rather than mistaking it for healthy operation.

Metrics, Logs & Trace Correlation

Bring metrics, Loki logs, and Tempo traces into connected investigation workflows. Consistent service identifiers, trace IDs, and dashboard links help engineers move from a latency spike to the relevant request or log entry without searching unrelated systems.

Grafana Alerting & Notification Routing

Configure alert rules, evaluation windows, contact points, and notification policies around service impact and ownership. We review thresholds, grouping, missing-data behavior, and recovery notifications, then test delivery so each alert gives the receiving team enough context to act.

AI Application & API Monitoring

Visualize instrumented signals from AI services, including model-call latency, request failures, token usage, estimated API cost, queue depth, and tool execution errors. Grafana shows the telemetry your application emits; we keep model-quality evaluations distinct from infrastructure and runtime health.

Grafana Optimization & Migration

Investigate slow dashboards, expensive queries, excessive refresh rates, and duplicated panels. For upgrades or moves between self-hosted Grafana and Grafana Cloud, we inventory data sources, dashboards, alerts, and feature dependencies, then validate the target setup. Provisioned configuration and handover notes make future changes easier to review.

( WHY USE GRAFANA )

Useful context across your monitoring stack

Grafana fits teams that need flexible views across existing telemetry sources. It can support both engineering investigations and operational reporting, while your storage systems retain responsibility for data collection, retention, and query capacity. We help select an approach that matches your team's operating capacity.