•Specialist workflow across scripting, infrastructure and manual investigation
✓Developer workflow from recording through AI-guided investigation
•Scripts that drift away from reality
✓Record real user behavior and replay real workflows at scale
•Dashboards without answers
✓AI agents turn structured run evidence into root cause analysis in minutes
•Expensive and unpredictable cloud costs
✓Predictable pricing agreed in advance
•Manual investigation across disconnected tools
✓Unified evidence across browser, network, logs, vitals, and screenshots
•Data retention limits and SaaS lock-in
✓Your data stays yours