Grafana OnCall Integration for Incident Analytics
Connect Grafana OnCall in 5 minutes. Your AI agent queries on-call schedules, escalation chains, alert groups, and incident response times—then enriches them with cross-channel context from 1,000+ marketing and analytics sources.
Key Takeaways Extract Grafana OnCall incident data automatically
Improvado connects to Grafana OnCall via API to extract incident response metrics, escalation data, and team performance statistics. Pull data on response times, resolution rates, and alert volumes without manual exports. Schedule automatic data refreshes to keep your incident metrics current in your data warehouse. Our connector handles OnCall's authentication and pagination automatically.
Normalize incident data with business metrics
Improvado transforms Grafana OnCall data using our Marketing Common Data Model for consistent reporting alongside business metrics. Incident timestamps, severity levels, and response data follow standardized formats. Combine on-call performance with marketing campaign data to understand how system issues impact revenue. Analyze correlations between incident frequency and customer acquisition costs across unified datasets.
Data objects and fields Improvado extracts from Grafana OnCall
| Object | Fields |
|---|---|
| Alert | alert_id status created_at resolved_at severity |
| Incident | incident_id title status escalation_chain acknowledged_at |
| Escalation | escalation_policy_id step user_id notification_method delay |
| Integration | integration_id type name status alert_count |
From connection to autonomous action in three steps
Connect
Connect Grafana OnCall using API token authentication. Generate a token with incident read/write permissions from your Grafana Cloud instance, then authorize the agent to access your on-call schedules, escalation policies, and incident history.
Ask
Ask questions like 'which incidents took longest to resolve this month' or 'show me all payment-related alerts that escalated to secondary rotation' or 'what is the current on-call engineer for the checkout service'.
Act
The agent creates alert rules, modifies escalation policies, acknowledges incidents, creates suppression windows during maintenance, adjusts on-call schedules, and configures notification routing based on incident severity and service ownership.
What teams ask their AI agent about Grafana OnCall
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Track how system incidents affect marketing campaign performance and conversion rates
Your AI agent analyzes Grafana OnCall data and delivers actionable insights — automatically, in seconds.
Calculate the business impact of downtime by combining incident data with revenue metrics
Your AI agent analyzes Grafana OnCall data and delivers actionable insights — automatically, in seconds.
Build executive reports showing operational health alongside marketing KPIs in one dashboard
Your AI agent analyzes Grafana OnCall data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read alerts—it manages on-call workflows.
Read
Reads incident history with resolution times and escalation paths, on-call schedules and rotation assignments, alert rules and routing configurations, integration status for monitoring tools, escalation policy definitions, and acknowledgment timestamps across all services.
Write
Creates and modifies alert rules with custom conditions, updates escalation policies and notification chains, acknowledges incidents and resolves alerts, configures suppression rules for maintenance windows, adjusts on-call schedules and rotation assignments, and sets up integration-specific routing logic.
Monitor
Monitors incident resolution times against SLA thresholds, tracks escalation frequency by service and severity, watches for unacknowledged critical alerts approaching escalation deadlines, detects patterns in recurring incidents, and alerts when on-call engineers miss acknowledgment windows.
Query incident metrics, update escalation policies, and monitor alert patterns through Claude, ChatGPT, Cursor, or any MCP client. Every on-call change, schedule update, and incident action is logged and governed.
| Incident | Service | Resolution Time |
|---|---|---|
| Database connection pool exhausted | checkout-api | 2h 14m |
| Payment gateway timeout spike | payment-processor | 1h 52m |
| Redis cluster failover | session-store | 1h 38m |
| CDN origin server degradation | cdn-origin | 1h 27m |
| Search index corruption | product-search | 1h 11m |
Send Grafana OnCall data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Grafana OnCall as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
What Grafana OnCall data does Improvado extract?
How often can I refresh Grafana OnCall data?
Can I combine OnCall data with marketing metrics?
Where can I send Grafana OnCall data?
Does the integration require OnCall admin access?
How is Grafana OnCall data transformed?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your Grafana OnCall today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.