AI-Enhanced Testing Services
Build intelligent, stable, and adaptive automation powered by AI models that understand your application context.
How AI Enhances Testing (Powered by MCP):
- AI generates test steps based on real UI structure
- Self-healing locators using AI + MCP DOM insights
- AI classifies failures using logs and traces streamed through MCP
- Dynamic adjustments when UI changes unexpectedly
Why Clients Care:
Fewer flaky tests, faster delivery, and drastically reduced maintenance.
Fewer flaky tests, faster delivery, and drastically reduced maintenance.
Ensure API reliability with modern, intelligent validation augmented by AI.
AI Enhancements (Supported by MCP Telemetry):
- AI analyzes response patterns and detects anomalies
- AI helps generate additional test cases from schemas
- MCP streams network logs to improve failure grouping
- AI predicts risk areas based on historical API behavior
Why Clients Care:
More coverage, deeper validations, and faster debugging.
More coverage, deeper validations, and faster debugging.
Deliver consistent quality across browsers and devices with automation that adapts to UI and system changes.
AI Enhancements (Informed by MCP Context):
- AI identifies UI shifts using MCP‑powered DOM snapshots
- AI improves cross‑browser stability by auto‑adjusting locators
- Visual regression intelligence using screenshots routed through MCP
- AI identifies missing test paths based on interaction patterns
Why Clients Care:
Tests work everywhere — Chrome, Safari, Android, iOS — with minimal fixes.
Tests work everywhere — Chrome, Safari, Android, iOS — with minimal fixes.
Uncover bottlenecks faster with AI that highlights patterns & performance anomalies.
AI Enhancements (Using MCP Observability Streams):
- AI detects slow endpoints across large datasets
- Performance curve anomaly detection
- AI correlates API latency with frontend events
- Predictive insights using MCP‑collected telemetry
Why Clients Care:
Better decisions, faster tuning, and earlier detection of performance risks.
Better decisions, faster tuning, and earlier detection of performance risks.
Human expertise enhanced with intelligent insights that guide deeper, smarter testing.
AI Enhancements (Based on MCP Captured Context):
- AI suggests exploratory charters using MCP event streams
- Smart summaries of logs, errors, and console output
- AI highlights risk areas based on user flows
- Assisted note‑taking & test evidence compilation
Why Clients Care:
Your team finds more defects with less effort.
Your team finds more defects with less effort.