DIAGNOSTIC COMPARISON

Capability Unified quality platform Point solution stack
Single source of truth ✓Yes, one data model ✗Siloed per tool
AI capability ✓Full lifecycle AI ✗AI sees fragments only
Context switching ✓One workspace ✗5-7 tools, 5-7 logins
Release readiness ✓Live dashboard ✗Requires a meeting
Onboarding new QA ✓One platform to learn ✗Train across 5+ tools
Coverage answer time ✓30 seconds ✗30 to 45 minutes
Single source of truth
Unified platform
✓One data model
Point solution stack
✗Siloed per tool
AI capability
Unified platform
✓Full lifecycle AI
Point solution stack
✗Fragments only
Context switching
Unified platform
✓One workspace
Point solution stack
✗5-7 tools, 5-7 logins
Release readiness
Unified platform
✓Live dashboard
Point solution stack
✗Requires a meeting
Onboarding new QA
Unified platform
✓One platform to learn
Point solution stack
✗Train across 5+ tools
Coverage answer time
Unified platform
✓30 seconds
Point solution stack
✗30 to 45 minutes

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