Sentry Data Integration | Error & Performance Analytics
Connect Sentry and let AI agents query error rates, crash reports, and performance data alongside campaign metrics to optimize spend.
Key Takeaways Connect Sentry to your data warehouse automatically
Improvado extracts error tracking, performance monitoring, and application health data from Sentry's API without manual intervention. Our platform pulls crash reports, error frequencies, user impact metrics, and performance bottlenecks on your defined schedule. Data flows directly into your warehouse—BigQuery, Snowflake, Redshift, or Azure—maintaining historical records for trend analysis. No coding required to establish or maintain the connection.
Unified error data across your entire stack
Improvado's Marketing Common Data Model normalizes Sentry metrics alongside data from 500+ other platforms. Error rates, crash frequencies, and performance issues align with marketing campaign data, user acquisition costs, and customer journey metrics. This unified approach reveals how application stability impacts conversion rates and customer retention. Compare error spikes against marketing spend, feature releases, or user onboarding flows in a single dashboard.
Data objects and fields Improvado extracts from Sentry
| Object | Fields |
|---|---|
| Issue | event_count user_count status level first_seen last_seen platform |
| Event | timestamp message level platform environment release user_id |
| Project | name platform event_count error_rate transaction_count created_at |
| Release | version commit_count deploy_count new_issues adoption_rate |
From connection to autonomous action in three steps
Connect
Connect your Sentry organization through OAuth or API token. Improvado syncs error events, issues, releases, and performance metrics across all your projects in real-time.
Ask
Ask questions like 'Which errors spiked after the last deployment' or 'Show me all unresolved issues affecting the payment flow with more than 100 events this week.'
Act
The agent creates and updates issues, assigns them to teams, changes priority levels, adds tags, resolves issues, and triggers alerts to Slack or PagerDuty based on error thresholds.
What teams ask their AI agent about Sentry
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Track error rates by marketing channel to identify which traffic sources cause app instability
Your AI agent analyzes Sentry data and delivers actionable insights — automatically, in seconds.
Correlate crash frequencies with user acquisition campaigns to optimize spend allocation
Your AI agent analyzes Sentry data and delivers actionable insights — automatically, in seconds.
Build executive dashboards showing application health impact on revenue and user retention
Your AI agent analyzes Sentry data and delivers actionable insights — automatically, in seconds.
Your agent tracks which campaigns bring buggy traffic
Read
The agent reads error events, stack traces, issue metadata, affected user counts, release versions, performance metrics, transaction data, and event frequency patterns across all connected Sentry projects.
Write
The agent creates new issues, updates issue status and priority, assigns issues to teams or individuals, adds tags and comments, resolves or ignores issues, and configures alert rules based on error conditions.
Monitor
The agent monitors error frequency changes, new error types, regression patterns after deployments, user impact thresholds, performance degradation, and SLA breaches to trigger automated responses or notifications.
AI agents query crash frequencies, error patterns, and affected user counts, then correlate application stability with marketing channels and traffic sources. Agents can identify campaigns driving low-quality users, calculate revenue impact of performance issues, and flag error spikes during product launches.
| Error Type | Events (24h) | Impact |
|---|---|---|
| PaymentProcessingException | 847 events | +340% |
| InventoryValidationError | 312 events | +89% |
| DatabaseConnectionTimeout | 203 events | +12% |
| SessionTimeoutError | 156 events | -23% |
| APIRateLimitExceeded | 94 events | +156% |
Send Sentry 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 Sentry 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 Sentry data can Improvado extract automatically?
How often does Improvado sync Sentry data?
Can I combine Sentry error data with marketing metrics?
Does the integration work with Sentry's self-hosted version?
What data warehouses support Sentry data from Improvado?
How does Improvado handle Sentry API rate limits?
"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 Sentry today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.