Connect Allure TestOps Data — QA Metrics Centralized
Connect Allure TestOps in 5 minutes. Your AI agent queries ROAS, spend, conversions, CPM, and CPC across campaigns and ad groups—then acts on it. Enrich with cross-channel context from 1,000+ marketing sources.
Key Takeaways Connect Allure TestOps for test data extraction
Improvado connects to Allure TestOps using API authentication to extract test execution results, test case metadata, and quality metrics. Pull data from test runs, test cases, defects, and project configurations across multiple projects. Set up automated data refreshes every 15 minutes to 6 hours to capture new test results and execution updates. Our platform handles API authentication, pagination, and rate limiting automatically.
Unify testing data with development metrics
Improvado transforms Allure TestOps data using standardized data models for integration with development and project management platforms. Combine test execution results with Jira issues, GitHub commits, and CI/CD pipeline data for comprehensive quality insights. Map test metrics to standard dimensions like test_pass_rate, defect_density, and release_readiness_score. Create unified dashboards showing testing progress alongside development velocity and deployment frequency.
Data objects and fields Improvado extracts from Allure TestOps
| Object | Fields |
|---|---|
| TestCase | id name status priority automated tags |
| Launch | id name start_time end_time status environment |
| TestResult | id test_case_id launch_id status duration defects |
| Defect | id issue_key status severity test_result_id |
From connection to autonomous action in three steps
Connect
Connect via API token from your Allure TestOps workspace settings. Agent authenticates with read/write permissions to access test results, launches, defects, and test cases across all projects.
Ask
Ask questions like 'Which test suites have the longest execution time?' or 'Show me all failed tests in production environment from the last release' or 'What is the pass rate trend for API tests over the last month?'
Act
Agent creates defect tickets linked to failed tests, updates test case priorities based on failure patterns, triggers test re-runs for flaky cases, assigns tests to team members, and updates test documentation with failure context.
What teams ask their AI agent about Allure TestOps
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Correlate test pass rates with release deployment success and production incident frequency
Your AI agent analyzes Allure TestOps data and delivers actionable insights — automatically, in seconds.
Track testing velocity alongside development sprints for accurate release planning and QA resource allocation
Your AI agent analyzes Allure TestOps data and delivers actionable insights — automatically, in seconds.
Create executive QA dashboards combining test coverage, defect trends, and team productivity metrics
Your AI agent analyzes Allure TestOps data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Allure TestOps—it optimizes campaigns.
Read
Agent reads test execution results, launch history, pass/fail rates, execution duration metrics, flakiness statistics, test case metadata, defect associations, environment configurations, test coverage data, and historical trend analysis across projects.
Write
Agent creates defect tickets with test failure context, updates test case status and priorities, triggers manual or automated test re-runs, assigns tests to team members, adds labels and tags to test cases, and links test results to requirements.
Monitor
Agent monitors test pass rate thresholds, execution time anomalies, flakiness spikes above defined limits, critical test failures in production environments, test coverage drops below targets, and defect resolution velocity for quality gates.
Query spend and ROAS, pause underperforming ad groups, and monitor campaign metrics through Claude, ChatGPT, Cursor, or any MCP client. Every adjustment, query, and alert is logged and governed.
| Test Case | Status | Change |
|---|---|---|
| Payment Processing Flow | Passed (12/12) | +8.3% faster |
| Shipping Address Validation | Passed (8/8) | 0% flaky |
| Promo Code Application | Failed (2/10) | -20% pass rate |
| Tax Calculation Logic | Passed (15/15) | +5.1% coverage |
| Order Confirmation Email | Passed (9/10) | 10% flaky |
Send Allure TestOps 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 Allure TestOps 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 Allure TestOps data can Improvado extract?
How does Improvado authenticate with Allure TestOps?
Can I extract data from multiple Allure TestOps projects?
How often can Allure TestOps data be refreshed?
Does Improvado support custom Allure TestOps fields and metrics?
How can I combine Allure TestOps data with other development tools?
"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 Allure TestOps today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.