Complete Execution Output (JSON):
{
"analyze_client_profile": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpwqn480lm.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/tmpwqn480lm.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/tmpao0gz920.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/tmpao0gz920.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/tmpha06z49f.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/tmpha06z49f.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": "2025-07-17T08:39:23.267477",
"execution_mode": "distributed",
"start_time": "2025-07-17T08:21:19.791571",
"total_tasks": 9
},
"generate_performance_metrics": {
"analytics_timestamp": "2025-07-17T08:36:23.088841",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"4d69ae5c-c288-4726-922f-3d796faed8ae\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:36:23.088729\", \"execution_metrics\": {\"total_execution_time\": \"26 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.94, \"ai_confidence_average\": 0.94}, \"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\": true, \"response_positive\": false, \"engagement_score\": 0.65, \"tracking_quality\": {\"email_open_rate\": 0.46, \"sentiment_score\": 0.62, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"click_through_rate\": 0.15}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b930895\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 3, \"client_satisfaction_impact\": \"+14%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:36:23.088754\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Improve response time tracking accuracy\", \"Develop more personalized offer generation\", \"Enhance data collection frequency for better insights\"]}, \"analytics_timestamp\": \"2025-07-17T08:36:23.088841\", \"report_confidence\": 0.95}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.240883,
"end_time": "2025-07-17T08:36:23.175043",
"message_sent": true,
"start_time": "2025-07-17T08:36:21.934160",
"timestamp": "2025-07-17T08:36:23.175043",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"4d69ae5c-c288-4726-922f-3d796faed8ae\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:36:23.088729\", \"execution_metrics\": {\"total_execution_time\": \"26 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.94, \"ai_confidence_average\": 0.94}, \"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\": true, \"response_positive\": false, \"engagement_score\": 0.65, \"tracking_quality\": {\"email_open_rate\": 0.46, \"sentiment_score\": 0.62, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"click_through_rate\": 0.15}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b930895\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 3, \"client_satisfaction_impact\": \"+14%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:36:23.088754\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Improve response time tracking accuracy\", \"Develop more personalized offer generation\", \"Enhance data collection frequency for better insights\"]}, \"analytics_timestamp\": \"2025-07-17T08:36:23.088841\", \"report_confidence\": 0.95}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+14%",
"cross_sell_opportunities_identified": 3,
"engagement_score_improvement": "+27%",
"estimated_revenue_impact": "\u20b930895",
"retention_probability_improvement": "+27%"
},
"client_id": "123",
"execution_id": "4d69ae5c-c288-4726-922f-3d796faed8ae",
"execution_metrics": {
"ai_confidence_average": 0.94,
"data_quality_score": 0.94,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "26 seconds"
},
"improvement_recommendations": [
"Improve response time tracking accuracy",
"Develop more personalized offer generation",
"Enhance data collection frequency for better insights"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": true,
"next_review_date": "2025-08-16T08:36:23.088754",
"recommended_action": "send_reminder"
},
"processing_timestamp": "2025-07-17T08:36:23.088729",
"response_metrics": {
"engagement_score": 0.65,
"response_positive": false,
"response_received": true,
"tracking_quality": {
"click_through_rate": 0.15,
"email_open_rate": 0.46,
"interaction_depth": "moderate",
"sentiment_score": 0.62,
"time_to_response": "24 hours"
}
},
"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": 0.95,
"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/tmpey1usgcj.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/tmpey1usgcj.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": "${assess_client_risk.risk_level} == \u0027LOW\u0027",
"name": "low_risk_client",
"result": false,
"route": "upsell_path"
}
],
"duration_seconds": 0.001779,
"ended_at": "2025-07-17T08:30:20.381171",
"evaluation_details": {},
"execution_details": {
"actual_result": {
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${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\": 0.001779, \"started_at\": \"2025-07-17T08:30:20.379392\", \"ended_at\": \"2025-07-17T08:30:20.381171\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.223403,
"end_time": "2025-07-17T08:30:20.466111",
"message_sent": true,
"start_time": "2025-07-17T08:30:20.242708",
"timestamp": "2025-07-17T08:30:20.466111",
"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\": 0.001779, \"started_at\": \"2025-07-17T08:30:20.379392\", \"ended_at\": \"2025-07-17T08:30:20.381171\"}",
"return_code": 0,
"route_reason": "no_conditions_matched",
"router_type": "condition",
"selected_route": "standard_path",
"started_at": "2025-07-17T08:30:20.379392",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:36:21.826114",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"123\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:36:21.826008\", \"response_channel\": \"phone\", \"response_type\": \"acceptance\", \"response_time_minutes\": 297, \"engagement_score\": 0.65, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.46, \"click_through_rate\": 0.15, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"sentiment_score\": 0.62}, \"analysis_timestamp\": \"2025-07-17T08:36:21.826114\", \"recommendation\": \"Escalate to manager\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.225907,
"end_time": "2025-07-17T08:36:21.905957",
"message_sent": true,
"start_time": "2025-07-17T08:36:20.680050",
"timestamp": "2025-07-17T08:36:21.905957",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"123\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:36:21.826008\", \"response_channel\": \"phone\", \"response_type\": \"acceptance\", \"response_time_minutes\": 297, \"engagement_score\": 0.65, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.46, \"click_through_rate\": 0.15, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"sentiment_score\": 0.62}, \"analysis_timestamp\": \"2025-07-17T08:36:21.826114\", \"recommendation\": \"Escalate to manager\"}\n",
"recommendation": "Escalate to manager",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "123",
"engagement_score": 0.65,
"follow_up_required": true,
"has_response": true,
"is_positive": false,
"next_action": "send_reminder",
"response_channel": "phone",
"response_time_minutes": 297,
"response_timestamp": "2025-07-17T08:36:21.826008",
"response_type": "acceptance"
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.15,
"email_open_rate": 0.46,
"interaction_depth": "moderate",
"sentiment_score": 0.62,
"time_to_response": "24 hours"
}
},
"status": "FAILED",
"task_outputs": {
"analyze_client_profile": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmpwqn480lm.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/tmpwqn480lm.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/tmpao0gz920.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/tmpao0gz920.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/tmpha06z49f.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/tmpha06z49f.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": "2025-07-17T08:36:23.088841",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"4d69ae5c-c288-4726-922f-3d796faed8ae\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:36:23.088729\", \"execution_metrics\": {\"total_execution_time\": \"26 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.94, \"ai_confidence_average\": 0.94}, \"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\": true, \"response_positive\": false, \"engagement_score\": 0.65, \"tracking_quality\": {\"email_open_rate\": 0.46, \"sentiment_score\": 0.62, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"click_through_rate\": 0.15}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b930895\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 3, \"client_satisfaction_impact\": \"+14%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:36:23.088754\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Improve response time tracking accuracy\", \"Develop more personalized offer generation\", \"Enhance data collection frequency for better insights\"]}, \"analytics_timestamp\": \"2025-07-17T08:36:23.088841\", \"report_confidence\": 0.95}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.240883,
"end_time": "2025-07-17T08:36:23.175043",
"message_sent": true,
"start_time": "2025-07-17T08:36:21.934160",
"timestamp": "2025-07-17T08:36:23.175043",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"4d69ae5c-c288-4726-922f-3d796faed8ae\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:36:23.088729\", \"execution_metrics\": {\"total_execution_time\": \"26 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.94, \"ai_confidence_average\": 0.94}, \"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\": true, \"response_positive\": false, \"engagement_score\": 0.65, \"tracking_quality\": {\"email_open_rate\": 0.46, \"sentiment_score\": 0.62, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"click_through_rate\": 0.15}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b930895\", \"retention_probability_improvement\": \"+27%\", \"engagement_score_improvement\": \"+27%\", \"cross_sell_opportunities_identified\": 3, \"client_satisfaction_impact\": \"+14%\"}, \"success_indicators\": {\"data_collection\": \"SUCCESS\", \"risk_assessment\": \"SUCCESS\", \"recommendations\": \"SUCCESS\", \"notifications\": \"SUCCESS\", \"communication\": \"SUCCESS\", \"tracking\": \"SUCCESS\"}, \"next_actions\": {\"follow_up_required\": true, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:36:23.088754\", \"recommended_action\": \"send_reminder\"}, \"improvement_recommendations\": [\"Improve response time tracking accuracy\", \"Develop more personalized offer generation\", \"Enhance data collection frequency for better insights\"]}, \"analytics_timestamp\": \"2025-07-17T08:36:23.088841\", \"report_confidence\": 0.95}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+14%",
"cross_sell_opportunities_identified": 3,
"engagement_score_improvement": "+27%",
"estimated_revenue_impact": "\u20b930895",
"retention_probability_improvement": "+27%"
},
"client_id": "123",
"execution_id": "4d69ae5c-c288-4726-922f-3d796faed8ae",
"execution_metrics": {
"ai_confidence_average": 0.94,
"data_quality_score": 0.94,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "26 seconds"
},
"improvement_recommendations": [
"Improve response time tracking accuracy",
"Develop more personalized offer generation",
"Enhance data collection frequency for better insights"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": true,
"next_review_date": "2025-08-16T08:36:23.088754",
"recommended_action": "send_reminder"
},
"processing_timestamp": "2025-07-17T08:36:23.088729",
"response_metrics": {
"engagement_score": 0.65,
"response_positive": false,
"response_received": true,
"tracking_quality": {
"click_through_rate": 0.15,
"email_open_rate": 0.46,
"interaction_depth": "moderate",
"sentiment_score": 0.62,
"time_to_response": "24 hours"
}
},
"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": 0.95,
"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/tmpey1usgcj.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/tmpey1usgcj.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": 0.001779,
"ended_at": "2025-07-17T08:30:20.381171",
"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\": \"${assess_client_risk.risk_level} == \u0027LOW\u0027\", \"result\": false, \"route\": \"upsell_path\"}], \"duration_seconds\": 0.001779, \"started_at\": \"2025-07-17T08:30:20.379392\", \"ended_at\": \"2025-07-17T08:30:20.381171\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.223403,
"end_time": "2025-07-17T08:30:20.466111",
"message_sent": true,
"start_time": "2025-07-17T08:30:20.242708",
"timestamp": "2025-07-17T08:30:20.466111",
"worker_executed": true,
"workers_notified": true
},
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${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\": 0.001779, \"started_at\": \"2025-07-17T08:30:20.379392\", \"ended_at\": \"2025-07-17T08:30:20.381171\"}",
"return_code": 0,
"route_reason": "no_conditions_matched",
"router_type": "condition",
"selected_route": "standard_path",
"started_at": "2025-07-17T08:30:20.379392",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:36:21.826114",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"123\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:36:21.826008\", \"response_channel\": \"phone\", \"response_type\": \"acceptance\", \"response_time_minutes\": 297, \"engagement_score\": 0.65, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.46, \"click_through_rate\": 0.15, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"sentiment_score\": 0.62}, \"analysis_timestamp\": \"2025-07-17T08:36:21.826114\", \"recommendation\": \"Escalate to manager\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.225907,
"end_time": "2025-07-17T08:36:21.905957",
"message_sent": true,
"start_time": "2025-07-17T08:36:20.680050",
"timestamp": "2025-07-17T08:36:21.905957",
"worker_executed": true,
"workers_notified": true
},
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"123\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": true, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:36:21.826008\", \"response_channel\": \"phone\", \"response_type\": \"acceptance\", \"response_time_minutes\": 297, \"engagement_score\": 0.65, \"follow_up_required\": true, \"next_action\": \"send_reminder\"}, \"tracking_metrics\": {\"email_open_rate\": 0.46, \"click_through_rate\": 0.15, \"time_to_response\": \"24 hours\", \"interaction_depth\": \"moderate\", \"sentiment_score\": 0.62}, \"analysis_timestamp\": \"2025-07-17T08:36:21.826114\", \"recommendation\": \"Escalate to manager\"}\n",
"recommendation": "Escalate to manager",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "123",
"engagement_score": 0.65,
"follow_up_required": true,
"has_response": true,
"is_positive": false,
"next_action": "send_reminder",
"response_channel": "phone",
"response_time_minutes": 297,
"response_timestamp": "2025-07-17T08:36:21.826008",
"response_type": "acceptance"
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.15,
"email_open_rate": 0.46,
"interaction_depth": "moderate",
"sentiment_score": 0.62,
"time_to_response": "24 hours"
}
},
"update_learning_model": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmphwuj743r.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/tmphwuj743r.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/tmphwuj743r.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/tmphwuj743r.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"
}
}