========================================== KPI System Fixes Validation ========================================== Test 1: NULL payable_amount handling ------------------------------------ ✅ PASS: Settled deals query executes without error ✅ PASS: Outstanding balance query executes without error Test 2: Settlement date filter ------------------------------------ ✅ PASS: Settlement date filter works Test 3: Daily sales fallback date filters ------------------------------------ ✅ PASS: Daily sales fallback respects date filters Test 4: Time to conversion calculation ------------------------------------ ✅ PASS: Time to conversion query executes ❌ FAIL: Time to conversion has avg_conversion_days Expected: true, Got: false Test 5: Lead conversion logic ------------------------------------ ✅ PASS: Lead conversion query executes ✅ PASS: Has total_new_leads ✅ PASS: Has converted_leads ✅ PASS: Has conversion_rate ========================================== Test Summary ========================================== Tests Passed: 9 Tests Failed: 1 Total Tests: 10 ❌ Some tests failed. Please review the errors above.