Complete Execution Output (JSON):
{
"analyze_client_profile": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9e1na7i0.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9e1na7i0.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "analyze_client_profile"
},
"assess_client_risk": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpyu728865.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpyu728865.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "assess_client_risk"
},
"collect_client_data": {
"error": "Python script failed with return code 1: File \"/tmp/tmpgf381usb.py\", line 71\n \"sub_broker_id\": \" if \" else f\"SB{random.randint(100, 999)}\"\n ^^^^\nSyntaxError: invalid syntax\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: File \"/tmp/tmpgf381usb.py\", line 71\n \"sub_broker_id\": \" if \" else f\"SB{random.randint(100, 999)}\"\n ^^^^\nSyntaxError: invalid syntax\n",
"status": "FAILED",
"task_id": "collect_client_data"
},
"execution_summary": {
"completed_tasks": 3,
"dependencies_detected": false,
"end_time": "2025-07-17T08:36:22.880753",
"execution_mode": "distributed",
"start_time": "2025-07-17T08:18:17.717279",
"total_tasks": 9
},
"generate_performance_metrics": {
"analytics_timestamp": "2025-07-17T08:33:22.735797",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"ce7c18da-1acb-4e87-8ee7-3fdda8c3f836\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:33:22.735694\", \"execution_metrics\": {\"total_execution_time\": \"23 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.95, \"ai_confidence_average\": 0.83}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": false, \"response_positive\": false, \"engagement_score\": 0, \"tracking_quality\": {\"email_open_rate\": 0.42, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.16}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b949439\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 5, \"client_satisfaction_impact\": \"+20%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:33:22.735714\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\", \"Improve response time tracking accuracy\"]}, \"analytics_timestamp\": \"2025-07-17T08:33:22.735797\", \"report_confidence\": 0.91}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.22946,
"end_time": "2025-07-17T08:33:22.800583",
"message_sent": true,
"start_time": "2025-07-17T08:33:21.571123",
"timestamp": "2025-07-17T08:33:22.800583",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"ce7c18da-1acb-4e87-8ee7-3fdda8c3f836\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:33:22.735694\", \"execution_metrics\": {\"total_execution_time\": \"23 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.95, \"ai_confidence_average\": 0.83}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": false, \"response_positive\": false, \"engagement_score\": 0, \"tracking_quality\": {\"email_open_rate\": 0.42, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.16}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b949439\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 5, \"client_satisfaction_impact\": \"+20%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:33:22.735714\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\", \"Improve response time tracking accuracy\"]}, \"analytics_timestamp\": \"2025-07-17T08:33:22.735797\", \"report_confidence\": 0.91}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+20%",
"cross_sell_opportunities_identified": 5,
"engagement_score_improvement": "+27%",
"estimated_revenue_impact": "\u20b949439",
"retention_probability_improvement": "+27%"
},
"client_id": "",
"execution_id": "ce7c18da-1acb-4e87-8ee7-3fdda8c3f836",
"execution_metrics": {
"ai_confidence_average": 0.83,
"data_quality_score": 0.95,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "23 seconds"
},
"improvement_recommendations": [
"Expand cross-selling opportunity matrix",
"Implement A/B testing for communication strategies",
"Improve response time tracking accuracy"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": false,
"next_review_date": "2025-08-16T08:33:22.735714",
"recommended_action": "escalate"
},
"processing_timestamp": "2025-07-17T08:33:22.735694",
"response_metrics": {
"engagement_score": 0,
"response_positive": false,
"response_received": false,
"tracking_quality": {
"click_through_rate": 0.16,
"email_open_rate": 0.42,
"interaction_depth": "none",
"sentiment_score": 0.5,
"time_to_response": "No response"
}
},
"route_performance": {
"avg_response_time": "1.8 days",
"avg_success_rate": 0.48
},
"route_taken": "UNRESOLVED_risk_based_router.selected_route",
"success_indicators": {
"communication": "SUCCESS",
"data_collection": "SUCCESS",
"notifications": "SUCCESS",
"recommendations": "SUCCESS",
"risk_assessment": "SUCCESS",
"tracking": "SUCCESS"
},
"workflow_id": "UNRESOLVED_WORKFLOW_ID"
},
"report_confidence": 0.91,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_performance_metrics"
},
"identify_upsell_opportunities": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpf0rzx6cl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpf0rzx6cl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "identify_upsell_opportunities"
},
"prepare_campaign_execution": {
"error": "Unsupported task type: parallel",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Unsupported task type: parallel",
"status": "FAILED",
"task_id": "prepare_campaign_execution"
},
"risk_based_router": {
"all_conditions_checked": [
{
"condition": "${assess_client_risk.risk_level} == \u0027HIGH\u0027",
"name": "high_risk_client",
"result": false,
"route": "retention_path"
},
{
"condition": "${assess_client_risk.risk_level} == \u0027MEDIUM\u0027",
"name": "medium_risk_client",
"result": false,
"route": "engagement_path"
},
{
"condition": "${assess_client_risk.risk_level} == \u0027LOW\u0027",
"name": "low_risk_client",
"result": false,
"route": "upsell_path"
}
],
"duration_seconds": 0.000792,
"ended_at": "2025-07-17T08:27:19.932184",
"evaluation_details": {},
"execution_details": {
"actual_result": {
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": false, \"route\": \"retention_path\"}, {\"name\": \"medium_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027MEDIUM\u0027\", \"result\": false, \"route\": \"engagement_path\"}, {\"name\": \"low_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027LOW\u0027\", \"result\": false, \"route\": \"upsell_path\"}], \"duration_seconds\": 0.000792, \"started_at\": \"2025-07-17T08:27:19.931392\", \"ended_at\": \"2025-07-17T08:27:19.932184\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.174814,
"end_time": "2025-07-17T08:27:20.001509",
"message_sent": true,
"start_time": "2025-07-17T08:27:19.826695",
"timestamp": "2025-07-17T08:27:20.001509",
"worker_executed": true,
"workers_notified": true
},
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": false, \"route\": \"retention_path\"}, {\"name\": \"medium_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027MEDIUM\u0027\", \"result\": false, \"route\": \"engagement_path\"}, {\"name\": \"low_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027LOW\u0027\", \"result\": false, \"route\": \"upsell_path\"}], \"duration_seconds\": 0.000792, \"started_at\": \"2025-07-17T08:27:19.931392\", \"ended_at\": \"2025-07-17T08:27:19.932184\"}",
"return_code": 0,
"route_reason": "no_conditions_matched",
"router_type": "condition",
"selected_route": "standard_path",
"started_at": "2025-07-17T08:27:19.931392",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:33:21.464922",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:33:21.464862\", \"response_channel\": null, \"response_type\": null, \"response_time_minutes\": null, \"engagement_score\": 0, \"follow_up_required\": false, \"next_action\": \"escalate\"}, \"tracking_metrics\": {\"email_open_rate\": 0.42, \"click_through_rate\": 0.16, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:33:21.464922\", \"recommendation\": \"Retry with different approach\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.277435,
"end_time": "2025-07-17T08:33:21.531677",
"message_sent": true,
"start_time": "2025-07-17T08:33:20.254242",
"timestamp": "2025-07-17T08:33:21.531677",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:33:21.464862\", \"response_channel\": null, \"response_type\": null, \"response_time_minutes\": null, \"engagement_score\": 0, \"follow_up_required\": false, \"next_action\": \"escalate\"}, \"tracking_metrics\": {\"email_open_rate\": 0.42, \"click_through_rate\": 0.16, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:33:21.464922\", \"recommendation\": \"Retry with different approach\"}\n",
"recommendation": "Retry with different approach",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "",
"engagement_score": 0,
"follow_up_required": false,
"has_response": false,
"is_positive": false,
"next_action": "escalate",
"response_channel": null,
"response_time_minutes": null,
"response_timestamp": "2025-07-17T08:33:21.464862",
"response_type": null
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.16,
"email_open_rate": 0.42,
"interaction_depth": "none",
"sentiment_score": 0.5,
"time_to_response": "No response"
}
},
"status": "FAILED",
"task_outputs": {
"analyze_client_profile": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9e1na7i0.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmp9e1na7i0.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "analyze_client_profile"
},
"assess_client_risk": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpyu728865.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpyu728865.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "assess_client_risk"
},
"collect_client_data": {
"error": "Python script failed with return code 1: File \"/tmp/tmpgf381usb.py\", line 71\n \"sub_broker_id\": \" if \" else f\"SB{random.randint(100, 999)}\"\n ^^^^\nSyntaxError: invalid syntax\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: File \"/tmp/tmpgf381usb.py\", line 71\n \"sub_broker_id\": \" if \" else f\"SB{random.randint(100, 999)}\"\n ^^^^\nSyntaxError: invalid syntax\n",
"status": "FAILED",
"task_id": "collect_client_data"
},
"generate_performance_metrics": {
"analytics_timestamp": "2025-07-17T08:33:22.735797",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"ce7c18da-1acb-4e87-8ee7-3fdda8c3f836\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:33:22.735694\", \"execution_metrics\": {\"total_execution_time\": \"23 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.95, \"ai_confidence_average\": 0.83}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": false, \"response_positive\": false, \"engagement_score\": 0, \"tracking_quality\": {\"email_open_rate\": 0.42, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.16}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b949439\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 5, \"client_satisfaction_impact\": \"+20%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:33:22.735714\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\", \"Improve response time tracking accuracy\"]}, \"analytics_timestamp\": \"2025-07-17T08:33:22.735797\", \"report_confidence\": 0.91}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.22946,
"end_time": "2025-07-17T08:33:22.800583",
"message_sent": true,
"start_time": "2025-07-17T08:33:21.571123",
"timestamp": "2025-07-17T08:33:22.800583",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"ce7c18da-1acb-4e87-8ee7-3fdda8c3f836\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"\", \"processing_timestamp\": \"2025-07-17T08:33:22.735694\", \"execution_metrics\": {\"total_execution_time\": \"23 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.95, \"ai_confidence_average\": 0.83}, \"route_taken\": \"UNRESOLVED_risk_based_router.selected_route\", \"route_performance\": {\"avg_success_rate\": 0.48, \"avg_response_time\": \"1.8 days\"}, \"response_metrics\": {\"response_received\": false, \"response_positive\": false, \"engagement_score\": 0, \"tracking_quality\": {\"email_open_rate\": 0.42, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.16}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b949439\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 5, \"client_satisfaction_impact\": \"+20%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:33:22.735714\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\", \"Improve response time tracking accuracy\"]}, \"analytics_timestamp\": \"2025-07-17T08:33:22.735797\", \"report_confidence\": 0.91}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+20%",
"cross_sell_opportunities_identified": 5,
"engagement_score_improvement": "+27%",
"estimated_revenue_impact": "\u20b949439",
"retention_probability_improvement": "+27%"
},
"client_id": "",
"execution_id": "ce7c18da-1acb-4e87-8ee7-3fdda8c3f836",
"execution_metrics": {
"ai_confidence_average": 0.83,
"data_quality_score": 0.95,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "23 seconds"
},
"improvement_recommendations": [
"Expand cross-selling opportunity matrix",
"Implement A/B testing for communication strategies",
"Improve response time tracking accuracy"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": false,
"next_review_date": "2025-08-16T08:33:22.735714",
"recommended_action": "escalate"
},
"processing_timestamp": "2025-07-17T08:33:22.735694",
"response_metrics": {
"engagement_score": 0,
"response_positive": false,
"response_received": false,
"tracking_quality": {
"click_through_rate": 0.16,
"email_open_rate": 0.42,
"interaction_depth": "none",
"sentiment_score": 0.5,
"time_to_response": "No response"
}
},
"route_performance": {
"avg_response_time": "1.8 days",
"avg_success_rate": 0.48
},
"route_taken": "UNRESOLVED_risk_based_router.selected_route",
"success_indicators": {
"communication": "SUCCESS",
"data_collection": "SUCCESS",
"notifications": "SUCCESS",
"recommendations": "SUCCESS",
"risk_assessment": "SUCCESS",
"tracking": "SUCCESS"
},
"workflow_id": "UNRESOLVED_WORKFLOW_ID"
},
"report_confidence": 0.91,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "generate_performance_metrics"
},
"identify_upsell_opportunities": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpf0rzx6cl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpf0rzx6cl.py\", line 14, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "identify_upsell_opportunities"
},
"prepare_campaign_execution": {
"error": "Unsupported task type: parallel",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Unsupported task type: parallel",
"status": "FAILED",
"task_id": "prepare_campaign_execution"
},
"risk_based_router": {
"all_conditions_checked": [
{
"condition": "${assess_client_risk.risk_level} == \u0027HIGH\u0027",
"name": "high_risk_client",
"result": false,
"route": "retention_path"
},
{
"condition": "${assess_client_risk.risk_level} == \u0027MEDIUM\u0027",
"name": "medium_risk_client",
"result": false,
"route": "engagement_path"
},
{
"condition": "${assess_client_risk.risk_level} == \u0027LOW\u0027",
"name": "low_risk_client",
"result": false,
"route": "upsell_path"
}
],
"duration_seconds": 0.000792,
"ended_at": "2025-07-17T08:27:19.932184",
"evaluation_details": {},
"execution_details": {
"actual_result": {
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": false, \"route\": \"retention_path\"}, {\"name\": \"medium_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027MEDIUM\u0027\", \"result\": false, \"route\": \"engagement_path\"}, {\"name\": \"low_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027LOW\u0027\", \"result\": false, \"route\": \"upsell_path\"}], \"duration_seconds\": 0.000792, \"started_at\": \"2025-07-17T08:27:19.931392\", \"ended_at\": \"2025-07-17T08:27:19.932184\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.174814,
"end_time": "2025-07-17T08:27:20.001509",
"message_sent": true,
"start_time": "2025-07-17T08:27:19.826695",
"timestamp": "2025-07-17T08:27:20.001509",
"worker_executed": true,
"workers_notified": true
},
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027HIGH\u0027\", \"result\": false, \"route\": \"retention_path\"}, {\"name\": \"medium_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027MEDIUM\u0027\", \"result\": false, \"route\": \"engagement_path\"}, {\"name\": \"low_risk_client\", \"condition\": \"${assess_client_risk.risk_level} == \u0027LOW\u0027\", \"result\": false, \"route\": \"upsell_path\"}], \"duration_seconds\": 0.000792, \"started_at\": \"2025-07-17T08:27:19.931392\", \"ended_at\": \"2025-07-17T08:27:19.932184\"}",
"return_code": 0,
"route_reason": "no_conditions_matched",
"router_type": "condition",
"selected_route": "standard_path",
"started_at": "2025-07-17T08:27:19.931392",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:33:21.464922",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:33:21.464862\", \"response_channel\": null, \"response_type\": null, \"response_time_minutes\": null, \"engagement_score\": 0, \"follow_up_required\": false, \"next_action\": \"escalate\"}, \"tracking_metrics\": {\"email_open_rate\": 0.42, \"click_through_rate\": 0.16, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:33:21.464922\", \"recommendation\": \"Retry with different approach\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.277435,
"end_time": "2025-07-17T08:33:21.531677",
"message_sent": true,
"start_time": "2025-07-17T08:33:20.254242",
"timestamp": "2025-07-17T08:33:21.531677",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:33:21.464862\", \"response_channel\": null, \"response_type\": null, \"response_time_minutes\": null, \"engagement_score\": 0, \"follow_up_required\": false, \"next_action\": \"escalate\"}, \"tracking_metrics\": {\"email_open_rate\": 0.42, \"click_through_rate\": 0.16, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:33:21.464922\", \"recommendation\": \"Retry with different approach\"}\n",
"recommendation": "Retry with different approach",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "",
"engagement_score": 0,
"follow_up_required": false,
"has_response": false,
"is_positive": false,
"next_action": "escalate",
"response_channel": null,
"response_time_minutes": null,
"response_timestamp": "2025-07-17T08:33:21.464862",
"response_type": null
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.16,
"email_open_rate": 0.42,
"interaction_depth": "none",
"sentiment_score": 0.5,
"time_to_response": "No response"
}
},
"update_learning_model": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpsaj6znpf.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpsaj6znpf.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "update_learning_model"
}
},
"update_learning_model": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpsaj6znpf.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"execution_details": {
"failed": true,
"message_sent": true,
"worker_executed": true,
"workers_notified": true
},
"output": "Task failed: Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpsaj6znpf.py\", line 15, in \u003cmodule\u003e\n client_data = UNRESOLVED_collect_client_data.client_data\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nNameError: name \u0027UNRESOLVED_collect_client_data\u0027 is not defined\n",
"status": "FAILED",
"task_id": "update_learning_model"
}
}