Complete Execution Output (JSON):
{
"analyze_client_profile": {
"error": "Python script failed with return code 1: Traceback (most recent call last):\n File \"/tmp/tmppctba2k_.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/tmppctba2k_.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/tmpqtpdsyoq.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/tmpqtpdsyoq.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/tmpt22gp656.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/tmpt22gp656.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": "2025-07-17T08:35:13.979519",
"execution_mode": "distributed",
"start_time": "2025-07-17T08:17:10.141118",
"total_tasks": 9
},
"generate_performance_metrics": {
"analytics_timestamp": "2025-07-17T08:32:13.816680",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"cf34a527-0c65-4834-a9c5-33aa3aec1b90\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:32:13.816603\", \"execution_metrics\": {\"total_execution_time\": \"15 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.98, \"ai_confidence_average\": 0.86}, \"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\": 0.41, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.25}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b919030\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+42%\", \"cross_sell_opportunities_identified\": 4, \"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\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:32:13.816623\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Enhance data collection frequency for better insights\", \"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:32:13.816680\", \"report_confidence\": 0.9}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.206378,
"end_time": "2025-07-17T08:32:13.881532",
"message_sent": true,
"start_time": "2025-07-17T08:32:12.675154",
"timestamp": "2025-07-17T08:32:13.881532",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"cf34a527-0c65-4834-a9c5-33aa3aec1b90\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:32:13.816603\", \"execution_metrics\": {\"total_execution_time\": \"15 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.98, \"ai_confidence_average\": 0.86}, \"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\": 0.41, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.25}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b919030\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+42%\", \"cross_sell_opportunities_identified\": 4, \"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\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:32:13.816623\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Enhance data collection frequency for better insights\", \"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:32:13.816680\", \"report_confidence\": 0.9}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+14%",
"cross_sell_opportunities_identified": 4,
"engagement_score_improvement": "+42%",
"estimated_revenue_impact": "\u20b919030",
"retention_probability_improvement": "+35%"
},
"client_id": "123",
"execution_id": "cf34a527-0c65-4834-a9c5-33aa3aec1b90",
"execution_metrics": {
"ai_confidence_average": 0.86,
"data_quality_score": 0.98,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "15 seconds"
},
"improvement_recommendations": [
"Enhance data collection frequency for better insights",
"Expand cross-selling opportunity matrix",
"Implement A/B testing for communication strategies"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": false,
"next_review_date": "2025-08-16T08:32:13.816623",
"recommended_action": "escalate"
},
"processing_timestamp": "2025-07-17T08:32:13.816603",
"response_metrics": {
"engagement_score": 0,
"response_positive": false,
"response_received": false,
"tracking_quality": {
"click_through_rate": 0.25,
"email_open_rate": 0.41,
"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": 0.9,
"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/tmpxkilffl0.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/tmpxkilffl0.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": "${assess_client_risk.risk_level} == \u0027LOW\u0027",
"name": "low_risk_client",
"result": false,
"route": "upsell_path"
}
],
"duration_seconds": 0.002946,
"ended_at": "2025-07-17T08:26:11.186776",
"evaluation_details": {},
"execution_details": {
"actual_result": {
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${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\": 0.002946, \"started_at\": \"2025-07-17T08:26:11.183830\", \"ended_at\": \"2025-07-17T08:26:11.186776\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.202525,
"end_time": "2025-07-17T08:26:11.262702",
"message_sent": true,
"start_time": "2025-07-17T08:26:11.060177",
"timestamp": "2025-07-17T08:26:11.262702",
"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\": 0.002946, \"started_at\": \"2025-07-17T08:26:11.183830\", \"ended_at\": \"2025-07-17T08:26:11.186776\"}",
"return_code": 0,
"route_reason": "no_conditions_matched",
"router_type": "condition",
"selected_route": "standard_path",
"started_at": "2025-07-17T08:26:11.183830",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:32:12.583875",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"123\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:32:12.583830\", \"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\": 0.41, \"click_through_rate\": 0.25, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:32:12.583875\", \"recommendation\": \"Retry with different approach\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.194735,
"end_time": "2025-07-17T08:32:12.646941",
"message_sent": true,
"start_time": "2025-07-17T08:32:11.452206",
"timestamp": "2025-07-17T08:32:12.646941",
"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\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:32:12.583830\", \"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\": 0.41, \"click_through_rate\": 0.25, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:32:12.583875\", \"recommendation\": \"Retry with different approach\"}\n",
"recommendation": "Retry with different approach",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "123",
"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": "2025-07-17T08:32:12.583830",
"response_type": null
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.25,
"email_open_rate": 0.41,
"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/tmppctba2k_.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/tmppctba2k_.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/tmpqtpdsyoq.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/tmpqtpdsyoq.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/tmpt22gp656.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/tmpt22gp656.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": "2025-07-17T08:32:13.816680",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"cf34a527-0c65-4834-a9c5-33aa3aec1b90\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:32:13.816603\", \"execution_metrics\": {\"total_execution_time\": \"15 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.98, \"ai_confidence_average\": 0.86}, \"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\": 0.41, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.25}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b919030\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+42%\", \"cross_sell_opportunities_identified\": 4, \"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\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:32:13.816623\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Enhance data collection frequency for better insights\", \"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:32:13.816680\", \"report_confidence\": 0.9}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.206378,
"end_time": "2025-07-17T08:32:13.881532",
"message_sent": true,
"start_time": "2025-07-17T08:32:12.675154",
"timestamp": "2025-07-17T08:32:13.881532",
"worker_executed": true,
"workers_notified": true
},
"metrics_generated": true,
"output": "__OUTPUTS__ {\"metrics_generated\": true, \"performance_metrics\": {\"execution_id\": \"cf34a527-0c65-4834-a9c5-33aa3aec1b90\", \"workflow_id\": \"UNRESOLVED_WORKFLOW_ID\", \"client_id\": \"123\", \"processing_timestamp\": \"2025-07-17T08:32:13.816603\", \"execution_metrics\": {\"total_execution_time\": \"15 seconds\", \"tasks_completed\": 12, \"tasks_successful\": 12, \"success_rate\": 100.0, \"data_quality_score\": 0.98, \"ai_confidence_average\": 0.86}, \"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\": 0.41, \"sentiment_score\": 0.5, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"click_through_rate\": 0.25}}, \"business_impact\": {\"estimated_revenue_impact\": \"\\u20b919030\", \"retention_probability_improvement\": \"+35%\", \"engagement_score_improvement\": \"+42%\", \"cross_sell_opportunities_identified\": 4, \"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\": false, \"escalation_needed\": false, \"next_review_date\": \"2025-08-16T08:32:13.816623\", \"recommended_action\": \"escalate\"}, \"improvement_recommendations\": [\"Enhance data collection frequency for better insights\", \"Expand cross-selling opportunity matrix\", \"Implement A/B testing for communication strategies\"]}, \"analytics_timestamp\": \"2025-07-17T08:32:13.816680\", \"report_confidence\": 0.9}\n",
"performance_metrics": {
"business_impact": {
"client_satisfaction_impact": "+14%",
"cross_sell_opportunities_identified": 4,
"engagement_score_improvement": "+42%",
"estimated_revenue_impact": "\u20b919030",
"retention_probability_improvement": "+35%"
},
"client_id": "123",
"execution_id": "cf34a527-0c65-4834-a9c5-33aa3aec1b90",
"execution_metrics": {
"ai_confidence_average": 0.86,
"data_quality_score": 0.98,
"success_rate": 100.0,
"tasks_completed": 12,
"tasks_successful": 12,
"total_execution_time": "15 seconds"
},
"improvement_recommendations": [
"Enhance data collection frequency for better insights",
"Expand cross-selling opportunity matrix",
"Implement A/B testing for communication strategies"
],
"next_actions": {
"escalation_needed": false,
"follow_up_required": false,
"next_review_date": "2025-08-16T08:32:13.816623",
"recommended_action": "escalate"
},
"processing_timestamp": "2025-07-17T08:32:13.816603",
"response_metrics": {
"engagement_score": 0,
"response_positive": false,
"response_received": false,
"tracking_quality": {
"click_through_rate": 0.25,
"email_open_rate": 0.41,
"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": 0.9,
"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/tmpxkilffl0.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/tmpxkilffl0.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": 0.002946,
"ended_at": "2025-07-17T08:26:11.186776",
"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\": \"${assess_client_risk.risk_level} == \u0027LOW\u0027\", \"result\": false, \"route\": \"upsell_path\"}], \"duration_seconds\": 0.002946, \"started_at\": \"2025-07-17T08:26:11.183830\", \"ended_at\": \"2025-07-17T08:26:11.186776\"}",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.202525,
"end_time": "2025-07-17T08:26:11.262702",
"message_sent": true,
"start_time": "2025-07-17T08:26:11.060177",
"timestamp": "2025-07-17T08:26:11.262702",
"worker_executed": true,
"workers_notified": true
},
"output": "Route selected: standard_path\n__OUTPUTS__ {\"router_type\": \"condition\", \"selected_route\": \"standard_path\", \"route_reason\": \"no_conditions_matched\", \"evaluation_details\": {}, \"all_conditions_checked\": [{\"name\": \"high_risk_client\", \"condition\": \"${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\": 0.002946, \"started_at\": \"2025-07-17T08:26:11.183830\", \"ended_at\": \"2025-07-17T08:26:11.186776\"}",
"return_code": 0,
"route_reason": "no_conditions_matched",
"router_type": "condition",
"selected_route": "standard_path",
"started_at": "2025-07-17T08:26:11.183830",
"status": "completed",
"stderr": "",
"task_id": "risk_based_router"
},
"simulate_response_tracking": {
"analysis_timestamp": "2025-07-17T08:32:12.583875",
"execution_details": {
"actual_result": {
"output": "__OUTPUTS__ {\"response_tracked\": true, \"response_data\": {\"client_id\": \"123\", \"campaign_route\": \"UNRESOLVED_risk_based_router.selected_route\", \"has_response\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:32:12.583830\", \"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\": 0.41, \"click_through_rate\": 0.25, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:32:12.583875\", \"recommendation\": \"Retry with different approach\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 1.194735,
"end_time": "2025-07-17T08:32:12.646941",
"message_sent": true,
"start_time": "2025-07-17T08:32:11.452206",
"timestamp": "2025-07-17T08:32:12.646941",
"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\": false, \"is_positive\": false, \"response_timestamp\": \"2025-07-17T08:32:12.583830\", \"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\": 0.41, \"click_through_rate\": 0.25, \"time_to_response\": \"No response\", \"interaction_depth\": \"none\", \"sentiment_score\": 0.5}, \"analysis_timestamp\": \"2025-07-17T08:32:12.583875\", \"recommendation\": \"Retry with different approach\"}\n",
"recommendation": "Retry with different approach",
"response_data": {
"campaign_route": "UNRESOLVED_risk_based_router.selected_route",
"client_id": "123",
"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": "2025-07-17T08:32:12.583830",
"response_type": null
},
"response_tracked": true,
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "simulate_response_tracking",
"tracking_metrics": {
"click_through_rate": 0.25,
"email_open_rate": 0.41,
"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/tmpuuh4f8qo.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/tmpuuh4f8qo.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/tmpuuh4f8qo.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/tmpuuh4f8qo.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"
}
}