Complete Execution Output (JSON):
{
"analyze_stall_reasons": {
"execution_details": {
"actual_result": {
"output": "\ud83e\udd16 Analyzing stall reasons with AI...\n\u2705 Analyzed stall reasons for 3 deals\n \u2022 InnovateTech Corp: budget_approval_delay (Risk: medium)\n \u2022 TechFlow Solutions: feature_gap_concerns (Risk: high)\n \u2022 Digital Dynamics: contract_negotiation_complexity (Risk: medium)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"primary_stall_reason\": \"budget_approval_delay\", \"confidence_score\": 0.87, \"contributing_factors\": [{\"factor\": \"end_of_quarter_budget_constraints\", \"weight\": 0.35}, {\"factor\": \"multiple_stakeholder_approval_needed\", \"weight\": 0.25}, {\"factor\": \"competitor_evaluation_in_progress\", \"weight\": 0.2}], \"risk_level\": \"medium\", \"probability_of_loss\": 0.35}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"primary_stall_reason\": \"feature_gap_concerns\", \"confidence_score\": 0.92, \"risk_level\": \"high\", \"probability_of_loss\": 0.45}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"primary_stall_reason\": \"contract_negotiation_complexity\", \"confidence_score\": 0.78, \"risk_level\": \"medium\", \"probability_of_loss\": 0.28}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.40019,
"end_time": "2025-07-01T18:21:50.935030",
"message_sent": true,
"start_time": "2025-07-01T18:21:50.534840",
"timestamp": "2025-07-01T18:21:50.935030",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83e\udd16 Analyzing stall reasons with AI...\n\u2705 Analyzed stall reasons for 3 deals\n \u2022 InnovateTech Corp: budget_approval_delay (Risk: medium)\n \u2022 TechFlow Solutions: feature_gap_concerns (Risk: high)\n \u2022 Digital Dynamics: contract_negotiation_complexity (Risk: medium)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"primary_stall_reason\": \"budget_approval_delay\", \"confidence_score\": 0.87, \"contributing_factors\": [{\"factor\": \"end_of_quarter_budget_constraints\", \"weight\": 0.35}, {\"factor\": \"multiple_stakeholder_approval_needed\", \"weight\": 0.25}, {\"factor\": \"competitor_evaluation_in_progress\", \"weight\": 0.2}], \"risk_level\": \"medium\", \"probability_of_loss\": 0.35}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"primary_stall_reason\": \"feature_gap_concerns\", \"confidence_score\": 0.92, \"risk_level\": \"high\", \"probability_of_loss\": 0.45}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"primary_stall_reason\": \"contract_negotiation_complexity\", \"confidence_score\": 0.78, \"risk_level\": \"medium\", \"probability_of_loss\": 0.28}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "analyze_stall_reasons"
},
"check_stalled_deals_found": {
"action_needed": true,
"deals_count": 3,
"execution_details": {
"actual_result": {
"output": "\ud83d\udea8 3 stalled deals require re-engagement\n__OUTPUTS__ {\"stalled_deals_found\": true, \"deals_count\": 3, \"action_needed\": true}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.357882,
"end_time": "2025-07-01T18:21:49.556192",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.198310",
"timestamp": "2025-07-01T18:21:49.556192",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udea8 3 stalled deals require re-engagement\n__OUTPUTS__ {\"stalled_deals_found\": true, \"deals_count\": 3, \"action_needed\": true}\n",
"return_code": 0,
"stalled_deals_found": true,
"status": "completed",
"stderr": "",
"task_id": "check_stalled_deals_found"
},
"create_sales_alert": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udea8 Creating sales alerts...\n\u2705 Created 2 sales alerts\n \u2022 InnovateTech Corp: medium priority alert\n \u2022 TechFlow Solutions: high priority alert\n__OUTPUTS__ [{\"alert_id\": \"ALERT_2025_004567\", \"officer_id\": \"OFF_001\", \"alert_type\": \"reengagement_sent\", \"severity\": \"medium\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"message\": \"Re-engagement WhatsApp sent to InnovateTech Corp. Deal stalled 8 days, $125K value. Monitor for response.\", \"created_at\": \"2025-07-01T18:21:52.919513\", \"auto_escalate\": true, \"escalate_after_hours\": 48, \"recommended_actions\": [\"monitor_whatsapp_response\", \"prepare_followup_call\"]}, {\"alert_id\": \"ALERT_2025_004568\", \"officer_id\": \"OFF_002\", \"alert_type\": \"reengagement_sent\", \"severity\": \"high\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"message\": \"Re-engagement email sent to TechFlow Solutions. Technical demo required. $87.5K value.\", \"created_at\": \"2025-07-01T18:21:52.919530\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.26727,
"end_time": "2025-07-01T18:21:53.029462",
"message_sent": true,
"start_time": "2025-07-01T18:21:52.762192",
"timestamp": "2025-07-01T18:21:53.029462",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udea8 Creating sales alerts...\n\u2705 Created 2 sales alerts\n \u2022 InnovateTech Corp: medium priority alert\n \u2022 TechFlow Solutions: high priority alert\n__OUTPUTS__ [{\"alert_id\": \"ALERT_2025_004567\", \"officer_id\": \"OFF_001\", \"alert_type\": \"reengagement_sent\", \"severity\": \"medium\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"message\": \"Re-engagement WhatsApp sent to InnovateTech Corp. Deal stalled 8 days, $125K value. Monitor for response.\", \"created_at\": \"2025-07-01T18:21:52.919513\", \"auto_escalate\": true, \"escalate_after_hours\": 48, \"recommended_actions\": [\"monitor_whatsapp_response\", \"prepare_followup_call\"]}, {\"alert_id\": \"ALERT_2025_004568\", \"officer_id\": \"OFF_002\", \"alert_type\": \"reengagement_sent\", \"severity\": \"high\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"message\": \"Re-engagement email sent to TechFlow Solutions. Technical demo required. $87.5K value.\", \"created_at\": \"2025-07-01T18:21:52.919530\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "create_sales_alert"
},
"determine_reengagement_strategy": {
"execution_details": {
"actual_result": {
"output": "\ud83c\udfaf Determining re-engagement strategies...\n\u2705 Strategies determined for 3 deals\n \u2022 InnovateTech Corp: value_reinforcement_with_urgency (68% success rate)\n \u2022 TechFlow Solutions: feature_gap_resolution (58% success rate)\n \u2022 Digital Dynamics: executive_intervention (72% success rate)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"recommended_strategy\": \"value_reinforcement_with_urgency\", \"channel_priority\": [\"whatsapp\", \"email\", \"phone\"], \"message_strategy\": \"roi_focused_with_timeline_pressure\", \"timing_recommendation\": \"immediate\", \"success_probability\": 0.68, \"key_messages\": [\"Emphasize ROI and cost savings\", \"Create urgency with quarter-end pricing\", \"Address budget approval process\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"recommended_strategy\": \"feature_gap_resolution\", \"channel_priority\": [\"email\", \"phone\", \"meeting\"], \"message_strategy\": \"technical_solution_focused\", \"timing_recommendation\": \"within_24_hours\", \"success_probability\": 0.58, \"key_messages\": [\"Address specific feature concerns\", \"Offer technical deep-dive session\", \"Highlight recent product enhancements\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"recommended_strategy\": \"executive_intervention\", \"channel_priority\": [\"phone\", \"meeting\", \"email\"], \"message_strategy\": \"relationship_based_with_flexibility\", \"timing_recommendation\": \"within_48_hours\", \"success_probability\": 0.72, \"key_messages\": [\"Involve executive leadership\", \"Offer contract flexibility\", \"Emphasize strategic partnership\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.351065,
"end_time": "2025-07-01T18:21:51.237303",
"message_sent": true,
"start_time": "2025-07-01T18:21:50.886238",
"timestamp": "2025-07-01T18:21:51.237303",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83c\udfaf Determining re-engagement strategies...\n\u2705 Strategies determined for 3 deals\n \u2022 InnovateTech Corp: value_reinforcement_with_urgency (68% success rate)\n \u2022 TechFlow Solutions: feature_gap_resolution (58% success rate)\n \u2022 Digital Dynamics: executive_intervention (72% success rate)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"recommended_strategy\": \"value_reinforcement_with_urgency\", \"channel_priority\": [\"whatsapp\", \"email\", \"phone\"], \"message_strategy\": \"roi_focused_with_timeline_pressure\", \"timing_recommendation\": \"immediate\", \"success_probability\": 0.68, \"key_messages\": [\"Emphasize ROI and cost savings\", \"Create urgency with quarter-end pricing\", \"Address budget approval process\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"recommended_strategy\": \"feature_gap_resolution\", \"channel_priority\": [\"email\", \"phone\", \"meeting\"], \"message_strategy\": \"technical_solution_focused\", \"timing_recommendation\": \"within_24_hours\", \"success_probability\": 0.58, \"key_messages\": [\"Address specific feature concerns\", \"Offer technical deep-dive session\", \"Highlight recent product enhancements\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"recommended_strategy\": \"executive_intervention\", \"channel_priority\": [\"phone\", \"meeting\", \"email\"], \"message_strategy\": \"relationship_based_with_flexibility\", \"timing_recommendation\": \"within_48_hours\", \"success_probability\": 0.72, \"key_messages\": [\"Involve executive leadership\", \"Offer contract flexibility\", \"Emphasize strategic partnership\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "determine_reengagement_strategy"
},
"end_no_action_needed": {
"completed_at": "2025-07-01T18:21:49.895771",
"execution_details": {
"actual_result": {
"output": "\u2705 No stalled deals found - No action needed\nNext scan scheduled for: 2025-07-01T22:21:49.895748\n__OUTPUTS__ {\"workflow_outcome\": \"no_action_needed\", \"stalled_deals_found\": 0, \"next_scan_scheduled\": \"2025-07-01T22:21:49.895748\", \"completed_at\": \"2025-07-01T18:21:49.895771\", \"message\": \"All deals are progressing normally\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.528029,
"end_time": "2025-07-01T18:21:50.030483",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.502454",
"timestamp": "2025-07-01T18:21:50.030483",
"worker_executed": true,
"workers_notified": true
},
"message": "All deals are progressing normally",
"next_scan_scheduled": "2025-07-01T22:21:49.895748",
"output": "\u2705 No stalled deals found - No action needed\nNext scan scheduled for: 2025-07-01T22:21:49.895748\n__OUTPUTS__ {\"workflow_outcome\": \"no_action_needed\", \"stalled_deals_found\": 0, \"next_scan_scheduled\": \"2025-07-01T22:21:49.895748\", \"completed_at\": \"2025-07-01T18:21:49.895771\", \"message\": \"All deals are progressing normally\"}\n",
"return_code": 0,
"stalled_deals_found": 0,
"status": "completed",
"stderr": "",
"task_id": "end_no_action_needed",
"workflow_outcome": "no_action_needed"
},
"execution_summary": {
"completed_tasks": 17,
"dependencies_detected": false,
"end_time": "2025-07-01T18:21:53.929703",
"execution_mode": "distributed",
"start_time": "2025-07-01T18:21:47.642916",
"total_tasks": 17
},
"get_competitor_intelligence": {
"competitor_activity": [
{
"competitor": "CompetitorA",
"market_share": 0.28,
"recent_activities": [
"pricing_reduction",
"feature_enhancement"
],
"threat_level": "high"
},
{
"competitor": "CompetitorB",
"market_share": 0.19,
"recent_activities": [
"new_partnership",
"customer_wins"
],
"threat_level": "medium"
}
],
"execution_details": {
"actual_result": {
"output": "\ud83d\udd0d Gathering competitor intelligence...\n\u2705 Competitor intelligence gathered\n Market growth: 15.0%\n Competitive intensity: 73%\n__OUTPUTS__ {\"market_conditions\": {\"industry_growth\": 0.15, \"competitive_intensity\": 0.73, \"market_sentiment\": \"positive\", \"seasonal_factor\": 1.08}, \"competitor_activity\": [{\"competitor\": \"CompetitorA\", \"recent_activities\": [\"pricing_reduction\", \"feature_enhancement\"], \"market_share\": 0.28, \"threat_level\": \"high\"}, {\"competitor\": \"CompetitorB\", \"recent_activities\": [\"new_partnership\", \"customer_wins\"], \"market_share\": 0.19, \"threat_level\": \"medium\"}], \"urgency_triggers\": [\"end_of_quarter_budgets\", \"competitor_aggressive_pricing\", \"new_feature_launches\"], \"market_events\": [{\"event\": \"industry_conference\", \"date\": \"2025-07-15\", \"impact\": \"high_visibility_opportunity\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.39472,
"end_time": "2025-07-01T18:21:50.593819",
"message_sent": true,
"start_time": "2025-07-01T18:21:50.199099",
"timestamp": "2025-07-01T18:21:50.593819",
"worker_executed": true,
"workers_notified": true
},
"market_conditions": {
"competitive_intensity": 0.73,
"industry_growth": 0.15,
"market_sentiment": "positive",
"seasonal_factor": 1.08
},
"market_events": [
{
"date": "2025-07-15",
"event": "industry_conference",
"impact": "high_visibility_opportunity"
}
],
"output": "\ud83d\udd0d Gathering competitor intelligence...\n\u2705 Competitor intelligence gathered\n Market growth: 15.0%\n Competitive intensity: 73%\n__OUTPUTS__ {\"market_conditions\": {\"industry_growth\": 0.15, \"competitive_intensity\": 0.73, \"market_sentiment\": \"positive\", \"seasonal_factor\": 1.08}, \"competitor_activity\": [{\"competitor\": \"CompetitorA\", \"recent_activities\": [\"pricing_reduction\", \"feature_enhancement\"], \"market_share\": 0.28, \"threat_level\": \"high\"}, {\"competitor\": \"CompetitorB\", \"recent_activities\": [\"new_partnership\", \"customer_wins\"], \"market_share\": 0.19, \"threat_level\": \"medium\"}], \"urgency_triggers\": [\"end_of_quarter_budgets\", \"competitor_aggressive_pricing\", \"new_feature_launches\"], \"market_events\": [{\"event\": \"industry_conference\", \"date\": \"2025-07-15\", \"impact\": \"high_visibility_opportunity\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_competitor_intelligence",
"urgency_triggers": [
"end_of_quarter_budgets",
"competitor_aggressive_pricing",
"new_feature_launches"
]
},
"get_customer_interaction_timeline": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udcca Retrieving customer interaction timelines...\n\u2705 Retrieved interaction timelines for 3 customers\n \u2022 InnovateTech Corp: 33% response rate\n \u2022 TechFlow Solutions: 58% response rate\n \u2022 Digital Dynamics: 44% response rate\n__OUTPUTS__ [{\"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"total_interactions\": 15, \"touchpoint_history\": [{\"date\": \"2025-06-18T16:30:00Z\", \"type\": \"email\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-15T14:20:00Z\", \"type\": \"phone_call\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-12T10:15:00Z\", \"type\": \"meeting\", \"direction\": \"scheduled\", \"response_received\": true, \"outcome\": \"positive\"}], \"response_patterns\": {\"response_rate\": 0.33, \"preferred_channels\": [\"whatsapp\", \"meeting\"], \"best_contact_times\": [\"10:00\", \"14:00\"], \"avg_response_time\": \"4.2 hours\"}}, {\"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"total_interactions\": 12, \"response_patterns\": {\"response_rate\": 0.58, \"preferred_channels\": [\"email\", \"phone\"], \"best_contact_times\": [\"09:00\", \"15:00\"], \"avg_response_time\": \"2.8 hours\"}}, {\"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"total_interactions\": 18, \"response_patterns\": {\"response_rate\": 0.44, \"preferred_channels\": [\"phone\", \"meeting\"], \"best_contact_times\": [\"11:00\", \"16:00\"], \"avg_response_time\": \"6.1 hours\"}}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.368745,
"end_time": "2025-07-01T18:21:49.822986",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.454241",
"timestamp": "2025-07-01T18:21:49.822986",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcca Retrieving customer interaction timelines...\n\u2705 Retrieved interaction timelines for 3 customers\n \u2022 InnovateTech Corp: 33% response rate\n \u2022 TechFlow Solutions: 58% response rate\n \u2022 Digital Dynamics: 44% response rate\n__OUTPUTS__ [{\"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"total_interactions\": 15, \"touchpoint_history\": [{\"date\": \"2025-06-18T16:30:00Z\", \"type\": \"email\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-15T14:20:00Z\", \"type\": \"phone_call\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-12T10:15:00Z\", \"type\": \"meeting\", \"direction\": \"scheduled\", \"response_received\": true, \"outcome\": \"positive\"}], \"response_patterns\": {\"response_rate\": 0.33, \"preferred_channels\": [\"whatsapp\", \"meeting\"], \"best_contact_times\": [\"10:00\", \"14:00\"], \"avg_response_time\": \"4.2 hours\"}}, {\"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"total_interactions\": 12, \"response_patterns\": {\"response_rate\": 0.58, \"preferred_channels\": [\"email\", \"phone\"], \"best_contact_times\": [\"09:00\", \"15:00\"], \"avg_response_time\": \"2.8 hours\"}}, {\"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"total_interactions\": 18, \"response_patterns\": {\"response_rate\": 0.44, \"preferred_channels\": [\"phone\", \"meeting\"], \"best_contact_times\": [\"11:00\", \"16:00\"], \"avg_response_time\": \"6.1 hours\"}}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_customer_interaction_timeline"
},
"get_deal_stage_history": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udcc8 Analyzing deal stage progression...\n\u2705 Analyzed stage history for 3 deals\n \u2022 InnovateTech Corp: 15 days in negotiation\n \u2022 TechFlow Solutions: 18 days in proposal\n \u2022 Digital Dynamics: 12 days in closing\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"current_stage\": \"negotiation\", \"stage_progression\": [{\"stage\": \"qualified\", \"duration_days\": 5, \"activities_count\": 8, \"progression_smooth\": true}, {\"stage\": \"proposal\", \"duration_days\": 12, \"activities_count\": 15, \"progression_smooth\": true}, {\"stage\": \"negotiation\", \"duration_days\": 15, \"activities_count\": 6, \"progression_smooth\": false}], \"bottlenecks\": [\"budget_approval\", \"technical_concerns\"], \"time_in_current_stage\": 15, \"typical_stage_duration\": 8}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"current_stage\": \"proposal\", \"time_in_current_stage\": 18, \"typical_stage_duration\": 10, \"bottlenecks\": [\"feature_requirements\", \"competitor_comparison\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"current_stage\": \"closing\", \"time_in_current_stage\": 12, \"typical_stage_duration\": 5, \"bottlenecks\": [\"contract_terms\", \"legal_review\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.399347,
"end_time": "2025-07-01T18:21:50.259555",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.860208",
"timestamp": "2025-07-01T18:21:50.259555",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcc8 Analyzing deal stage progression...\n\u2705 Analyzed stage history for 3 deals\n \u2022 InnovateTech Corp: 15 days in negotiation\n \u2022 TechFlow Solutions: 18 days in proposal\n \u2022 Digital Dynamics: 12 days in closing\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"current_stage\": \"negotiation\", \"stage_progression\": [{\"stage\": \"qualified\", \"duration_days\": 5, \"activities_count\": 8, \"progression_smooth\": true}, {\"stage\": \"proposal\", \"duration_days\": 12, \"activities_count\": 15, \"progression_smooth\": true}, {\"stage\": \"negotiation\", \"duration_days\": 15, \"activities_count\": 6, \"progression_smooth\": false}], \"bottlenecks\": [\"budget_approval\", \"technical_concerns\"], \"time_in_current_stage\": 15, \"typical_stage_duration\": 8}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"current_stage\": \"proposal\", \"time_in_current_stage\": 18, \"typical_stage_duration\": 10, \"bottlenecks\": [\"feature_requirements\", \"competitor_comparison\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"current_stage\": \"closing\", \"time_in_current_stage\": 12, \"typical_stage_duration\": 5, \"bottlenecks\": [\"contract_terms\", \"legal_review\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_deal_stage_history"
},
"get_stalled_deals_from_crm": {
"deals": [
{
"assigned_officer": "OFF_001",
"created_at": "2025-05-15T10:00:00Z",
"current_stage": "negotiation",
"customer_email": "contact@innovatetech.com",
"customer_id": "CUST_456",
"customer_name": "InnovateTech Corp",
"customer_phone": "+1234567890",
"days_stalled": 8,
"deal_id": "DEAL_2025_001100",
"deal_name": "Enterprise Software License",
"estimated_value": 125000.0,
"last_activity": "2025-06-18T16:30:00Z",
"preferred_channel": "whatsapp",
"probability": 0.6
},
{
"assigned_officer": "OFF_002",
"created_at": "2025-06-01T14:00:00Z",
"current_stage": "proposal",
"customer_email": "admin@techflow.com",
"customer_id": "CUST_457",
"customer_name": "TechFlow Solutions",
"customer_phone": "+1987654321",
"days_stalled": 9,
"deal_id": "DEAL_2025_001101",
"deal_name": "CRM Implementation",
"estimated_value": 87500.0,
"last_activity": "2025-06-17T11:45:00Z",
"preferred_channel": "email",
"probability": 0.45
},
{
"assigned_officer": "OFF_001",
"created_at": "2025-05-20T09:30:00Z",
"current_stage": "closing",
"customer_email": "sales@digitaldynamics.com",
"customer_id": "CUST_458",
"customer_name": "Digital Dynamics",
"customer_phone": "+1555123456",
"days_stalled": 10,
"deal_id": "DEAL_2025_001102",
"deal_name": "Analytics Platform",
"estimated_value": 95000.0,
"last_activity": "2025-06-16T15:20:00Z",
"preferred_channel": "phone",
"probability": 0.55
}
],
"execution_details": {
"actual_result": {
"output": "\ud83d\udd0d Scanning CRM for stalled deals...\n\u2705 Found 3 stalled deals\n \u2022 InnovateTech Corp: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 8 days stalled\n \u2022 TechFlow Solutions: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 9 days stalled\n \u2022 Digital Dynamics: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 10 days stalled\n__OUTPUTS__ {\"total_stalled_deals\": 3, \"deals\": [{\"deal_id\": \"DEAL_2025_001100\", \"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"customer_phone\": \"+1234567890\", \"customer_email\": \"contact@innovatetech.com\", \"deal_name\": \"Enterprise Software License\", \"estimated_value\": 125000.0, \"probability\": 0.6, \"current_stage\": \"negotiation\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-15T10:00:00Z\", \"last_activity\": \"2025-06-18T16:30:00Z\", \"days_stalled\": 8, \"preferred_channel\": \"whatsapp\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"customer_phone\": \"+1987654321\", \"customer_email\": \"admin@techflow.com\", \"deal_name\": \"CRM Implementation\", \"estimated_value\": 87500.0, \"probability\": 0.45, \"current_stage\": \"proposal\", \"assigned_officer\": \"OFF_002\", \"created_at\": \"2025-06-01T14:00:00Z\", \"last_activity\": \"2025-06-17T11:45:00Z\", \"days_stalled\": 9, \"preferred_channel\": \"email\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"customer_email\": \"sales@digitaldynamics.com\", \"deal_name\": \"Analytics Platform\", \"estimated_value\": 95000.0, \"probability\": 0.55, \"current_stage\": \"closing\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-20T09:30:00Z\", \"last_activity\": \"2025-06-16T15:20:00Z\", \"days_stalled\": 10, \"preferred_channel\": \"phone\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.280968,
"end_time": "2025-07-01T18:21:49.241633",
"message_sent": true,
"start_time": "2025-07-01T18:21:48.960665",
"timestamp": "2025-07-01T18:21:49.241633",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udd0d Scanning CRM for stalled deals...\n\u2705 Found 3 stalled deals\n \u2022 InnovateTech Corp: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 8 days stalled\n \u2022 TechFlow Solutions: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 9 days stalled\n \u2022 Digital Dynamics: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 10 days stalled\n__OUTPUTS__ {\"total_stalled_deals\": 3, \"deals\": [{\"deal_id\": \"DEAL_2025_001100\", \"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"customer_phone\": \"+1234567890\", \"customer_email\": \"contact@innovatetech.com\", \"deal_name\": \"Enterprise Software License\", \"estimated_value\": 125000.0, \"probability\": 0.6, \"current_stage\": \"negotiation\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-15T10:00:00Z\", \"last_activity\": \"2025-06-18T16:30:00Z\", \"days_stalled\": 8, \"preferred_channel\": \"whatsapp\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"customer_phone\": \"+1987654321\", \"customer_email\": \"admin@techflow.com\", \"deal_name\": \"CRM Implementation\", \"estimated_value\": 87500.0, \"probability\": 0.45, \"current_stage\": \"proposal\", \"assigned_officer\": \"OFF_002\", \"created_at\": \"2025-06-01T14:00:00Z\", \"last_activity\": \"2025-06-17T11:45:00Z\", \"days_stalled\": 9, \"preferred_channel\": \"email\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"customer_email\": \"sales@digitaldynamics.com\", \"deal_name\": \"Analytics Platform\", \"estimated_value\": 95000.0, \"probability\": 0.55, \"current_stage\": \"closing\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-20T09:30:00Z\", \"last_activity\": \"2025-06-16T15:20:00Z\", \"days_stalled\": 10, \"preferred_channel\": \"phone\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_stalled_deals_from_crm",
"total_stalled_deals": 3
},
"personalize_reengagement_message": {
"execution_details": {
"actual_result": {
"output": "\u270d\ufe0f Personalizing re-engagement messages...\n\u2705 Personalized messages created for 3 deals\n \u2022 InnovateTech Corp: whatsapp message ready\n \u2022 TechFlow Solutions: email message ready\n \u2022 Digital Dynamics: phone message ready\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"preferred_channel\": \"whatsapp\", \"personalized_message\": \"Hi there! I wanted to follow up on our Enterprise Software proposal. I understand budget approvals can take time, especially toward quarter-end. Our solution could save InnovateTech 25% on operational costs - would a quick 15-min call help address any remaining questions? We have special Q2 pricing available until June 30th.\", \"subject_line\": \"Quick question about your Enterprise Software decision\", \"call_to_action\": \"Schedule 15-minute call\", \"personalization_elements\": [\"company_name_mention\", \"budget_approval_acknowledgment\", \"specific_roi_metric\", \"urgency_with_deadline\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"preferred_channel\": \"email\", \"personalized_message\": \"Hi! I\u0027ve been thinking about the feature requirements we discussed for your CRM implementation. Our development team has made some exciting enhancements that directly address the workflow automation concerns you mentioned. Would you be interested in a technical demo to see these new capabilities? I believe they\u0027ll exceed your expectations.\", \"subject_line\": \"New CRM features that address your workflow concerns\", \"call_to_action\": \"Schedule technical demo\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"preferred_channel\": \"phone\", \"personalized_message\": \"I wanted to personally reach out about the Analytics Platform contract. I understand legal reviews can be complex, and we\u0027re committed to making this work for Digital Dynamics. Our CEO would be happy to join a call to discuss how we can structure this as a strategic partnership. When would be a good time to connect?\", \"subject_line\": \"Strategic partnership discussion - Analytics Platform\", \"call_to_action\": \"Schedule executive call\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.540417,
"end_time": "2025-07-01T18:21:51.720139",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.179722",
"timestamp": "2025-07-01T18:21:51.720139",
"worker_executed": true,
"workers_notified": true
},
"output": "\u270d\ufe0f Personalizing re-engagement messages...\n\u2705 Personalized messages created for 3 deals\n \u2022 InnovateTech Corp: whatsapp message ready\n \u2022 TechFlow Solutions: email message ready\n \u2022 Digital Dynamics: phone message ready\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"preferred_channel\": \"whatsapp\", \"personalized_message\": \"Hi there! I wanted to follow up on our Enterprise Software proposal. I understand budget approvals can take time, especially toward quarter-end. Our solution could save InnovateTech 25% on operational costs - would a quick 15-min call help address any remaining questions? We have special Q2 pricing available until June 30th.\", \"subject_line\": \"Quick question about your Enterprise Software decision\", \"call_to_action\": \"Schedule 15-minute call\", \"personalization_elements\": [\"company_name_mention\", \"budget_approval_acknowledgment\", \"specific_roi_metric\", \"urgency_with_deadline\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"preferred_channel\": \"email\", \"personalized_message\": \"Hi! I\u0027ve been thinking about the feature requirements we discussed for your CRM implementation. Our development team has made some exciting enhancements that directly address the workflow automation concerns you mentioned. Would you be interested in a technical demo to see these new capabilities? I believe they\u0027ll exceed your expectations.\", \"subject_line\": \"New CRM features that address your workflow concerns\", \"call_to_action\": \"Schedule technical demo\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"preferred_channel\": \"phone\", \"personalized_message\": \"I wanted to personally reach out about the Analytics Platform contract. I understand legal reviews can be complex, and we\u0027re committed to making this work for Digital Dynamics. Our CEO would be happy to join a call to discuss how we can structure this as a strategic partnership. When would be a good time to connect?\", \"subject_line\": \"Strategic partnership discussion - Analytics Platform\", \"call_to_action\": \"Schedule executive call\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "personalize_reengagement_message"
},
"schedule_escalation_if_no_response": {
"execution_details": {
"actual_result": {
"output": "\u23f0 Scheduling escalations for non-responsive customers...\n\u2705 Scheduled 3 escalations\n \u2022 InnovateTech Corp: 48h escalation to MANAGER_001\n \u2022 TechFlow Solutions: 72h escalation to VP_SALES\n \u2022 Digital Dynamics: 24h escalation to MANAGER_001\n__OUTPUTS__ [{\"escalation_id\": \"ESC_2025_006789\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"escalation_type\": \"no_response_followup\", \"trigger_after_hours\": 48, \"scheduled_for\": \"2025-07-03T18:21:53.802623\", \"escalate_to\": \"MANAGER_001\", \"escalation_actions\": [\"manager_personal_outreach\", \"executive_involvement_consideration\", \"account_strategy_review\"], \"deal_value\": 125000.0, \"auto_cancel_conditions\": [\"customer_responds\", \"meeting_scheduled\"]}, {\"escalation_id\": \"ESC_2025_006790\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"trigger_after_hours\": 72, \"scheduled_for\": \"2025-07-04T18:21:53.802661\", \"escalate_to\": \"VP_SALES\", \"deal_value\": 87500.0}, {\"escalation_id\": \"ESC_2025_006791\", \"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"trigger_after_hours\": 24, \"scheduled_for\": \"2025-07-02T18:21:53.802672\", \"escalate_to\": \"MANAGER_001\", \"deal_value\": 95000.0, \"priority\": \"high\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.242116,
"end_time": "2025-07-01T18:21:53.904875",
"message_sent": true,
"start_time": "2025-07-01T18:21:53.662759",
"timestamp": "2025-07-01T18:21:53.904875",
"worker_executed": true,
"workers_notified": true
},
"output": "\u23f0 Scheduling escalations for non-responsive customers...\n\u2705 Scheduled 3 escalations\n \u2022 InnovateTech Corp: 48h escalation to MANAGER_001\n \u2022 TechFlow Solutions: 72h escalation to VP_SALES\n \u2022 Digital Dynamics: 24h escalation to MANAGER_001\n__OUTPUTS__ [{\"escalation_id\": \"ESC_2025_006789\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"escalation_type\": \"no_response_followup\", \"trigger_after_hours\": 48, \"scheduled_for\": \"2025-07-03T18:21:53.802623\", \"escalate_to\": \"MANAGER_001\", \"escalation_actions\": [\"manager_personal_outreach\", \"executive_involvement_consideration\", \"account_strategy_review\"], \"deal_value\": 125000.0, \"auto_cancel_conditions\": [\"customer_responds\", \"meeting_scheduled\"]}, {\"escalation_id\": \"ESC_2025_006790\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"trigger_after_hours\": 72, \"scheduled_for\": \"2025-07-04T18:21:53.802661\", \"escalate_to\": \"VP_SALES\", \"deal_value\": 87500.0}, {\"escalation_id\": \"ESC_2025_006791\", \"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"trigger_after_hours\": 24, \"scheduled_for\": \"2025-07-02T18:21:53.802672\", \"escalate_to\": \"MANAGER_001\", \"deal_value\": 95000.0, \"priority\": \"high\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "schedule_escalation_if_no_response"
},
"schedule_followup_call": {
"assigned_to": "OFF_001",
"call_purpose": "Contract negotiation resolution",
"call_type": "reengagement_executive",
"customer_name": "Digital Dynamics",
"customer_phone": "+1555123456",
"execution_details": {
"actual_result": {
"output": "\ud83d\udcde Scheduling follow-up call...\n\u2705 Call scheduled for Digital Dynamics\n Scheduled: 2025-07-02T18:21:52.312527\n Type: reengagement_executive\n__OUTPUTS__ {\"task_id\": \"CALL_2025_001789\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"assigned_to\": \"OFF_001\", \"call_type\": \"reengagement_executive\", \"scheduled_for\": \"2025-07-02T18:21:52.312527\", \"priority\": \"high\", \"call_purpose\": \"Contract negotiation resolution\", \"expected_duration\": 30, \"executive_involvement\": true, \"preparation_notes\": \"Review contract terms, prepare flexibility options\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.868075,
"end_time": "2025-07-01T18:21:52.522649",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.654574",
"timestamp": "2025-07-01T18:21:52.522649",
"worker_executed": true,
"workers_notified": true
},
"executive_involvement": true,
"expected_duration": 30,
"output": "\ud83d\udcde Scheduling follow-up call...\n\u2705 Call scheduled for Digital Dynamics\n Scheduled: 2025-07-02T18:21:52.312527\n Type: reengagement_executive\n__OUTPUTS__ {\"task_id\": \"CALL_2025_001789\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"assigned_to\": \"OFF_001\", \"call_type\": \"reengagement_executive\", \"scheduled_for\": \"2025-07-02T18:21:52.312527\", \"priority\": \"high\", \"call_purpose\": \"Contract negotiation resolution\", \"expected_duration\": 30, \"executive_involvement\": true, \"preparation_notes\": \"Review contract terms, prepare flexibility options\"}\n",
"preparation_notes": "Review contract terms, prepare flexibility options",
"priority": "high",
"return_code": 0,
"scheduled_for": "2025-07-02T18:21:52.312527",
"status": "completed",
"stderr": "",
"task_id": "CALL_2025_001789"
},
"send_email_reengagement": {
"campaign_id": "REENG_EMAIL_001",
"customer_email": "admin@techflow.com",
"customer_name": "TechFlow Solutions",
"delivery_status": "sent",
"estimated_delivery": "immediate",
"execution_details": {
"actual_result": {
"output": "\ud83d\udce7 Sending Email re-engagement message...\n\u2705 Email sent to TechFlow Solutions\n Subject: New CRM features that address your workflow concerns\n Message ID: MSG_2025_067891\n__OUTPUTS__ {\"message_id\": \"MSG_2025_067891\", \"customer_email\": \"admin@techflow.com\", \"customer_name\": \"TechFlow Solutions\", \"subject\": \"New CRM features that address your workflow concerns\", \"sent_at\": \"2025-07-01T18:21:52.088444\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_EMAIL_001\", \"tracking_enabled\": true, \"read_receipt_requested\": true, \"estimated_delivery\": \"immediate\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.652219,
"end_time": "2025-07-01T18:21:52.253551",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.601332",
"timestamp": "2025-07-01T18:21:52.253551",
"worker_executed": true,
"workers_notified": true
},
"message_id": "MSG_2025_067891",
"output": "\ud83d\udce7 Sending Email re-engagement message...\n\u2705 Email sent to TechFlow Solutions\n Subject: New CRM features that address your workflow concerns\n Message ID: MSG_2025_067891\n__OUTPUTS__ {\"message_id\": \"MSG_2025_067891\", \"customer_email\": \"admin@techflow.com\", \"customer_name\": \"TechFlow Solutions\", \"subject\": \"New CRM features that address your workflow concerns\", \"sent_at\": \"2025-07-01T18:21:52.088444\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_EMAIL_001\", \"tracking_enabled\": true, \"read_receipt_requested\": true, \"estimated_delivery\": \"immediate\"}\n",
"read_receipt_requested": true,
"return_code": 0,
"sent_at": "2025-07-01T18:21:52.088444",
"status": "completed",
"stderr": "",
"subject": "New CRM features that address your workflow concerns",
"task_id": "send_email_reengagement",
"tracking_enabled": true
},
"send_whatsapp_reengagement": {
"campaign_id": "REENG_WA_001",
"customer_name": "InnovateTech Corp",
"customer_phone": "+1234567890",
"delivery_status": "sent",
"estimated_delivery": "immediate",
"execution_details": {
"actual_result": {
"output": "\ud83d\udcf1 Sending WhatsApp re-engagement message...\n\u2705 WhatsApp message sent to InnovateTech Corp\n Message ID: wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\n Status: sent\n__OUTPUTS__ {\"message_id\": \"wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\", \"customer_phone\": \"+1234567890\", \"customer_name\": \"InnovateTech Corp\", \"message_sent\": true, \"sent_at\": \"2025-07-01T18:21:51.880728\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_WA_001\", \"estimated_delivery\": \"immediate\", \"tracking_enabled\": true, \"response_expected\": true}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.48959,
"end_time": "2025-07-01T18:21:52.023211",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.533621",
"timestamp": "2025-07-01T18:21:52.023211",
"worker_executed": true,
"workers_notified": true
},
"message_id": "wamid.HBgLMTIzNDU2Nzg5MDE_reeng...",
"message_sent": true,
"output": "\ud83d\udcf1 Sending WhatsApp re-engagement message...\n\u2705 WhatsApp message sent to InnovateTech Corp\n Message ID: wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\n Status: sent\n__OUTPUTS__ {\"message_id\": \"wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\", \"customer_phone\": \"+1234567890\", \"customer_name\": \"InnovateTech Corp\", \"message_sent\": true, \"sent_at\": \"2025-07-01T18:21:51.880728\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_WA_001\", \"estimated_delivery\": \"immediate\", \"tracking_enabled\": true, \"response_expected\": true}\n",
"response_expected": true,
"return_code": 0,
"sent_at": "2025-07-01T18:21:51.880728",
"status": "completed",
"stderr": "",
"task_id": "send_whatsapp_reengagement",
"tracking_enabled": true
},
"status": "SUCCESS",
"task_outputs": {
"analyze_stall_reasons": {
"execution_details": {
"actual_result": {
"output": "\ud83e\udd16 Analyzing stall reasons with AI...\n\u2705 Analyzed stall reasons for 3 deals\n \u2022 InnovateTech Corp: budget_approval_delay (Risk: medium)\n \u2022 TechFlow Solutions: feature_gap_concerns (Risk: high)\n \u2022 Digital Dynamics: contract_negotiation_complexity (Risk: medium)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"primary_stall_reason\": \"budget_approval_delay\", \"confidence_score\": 0.87, \"contributing_factors\": [{\"factor\": \"end_of_quarter_budget_constraints\", \"weight\": 0.35}, {\"factor\": \"multiple_stakeholder_approval_needed\", \"weight\": 0.25}, {\"factor\": \"competitor_evaluation_in_progress\", \"weight\": 0.2}], \"risk_level\": \"medium\", \"probability_of_loss\": 0.35}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"primary_stall_reason\": \"feature_gap_concerns\", \"confidence_score\": 0.92, \"risk_level\": \"high\", \"probability_of_loss\": 0.45}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"primary_stall_reason\": \"contract_negotiation_complexity\", \"confidence_score\": 0.78, \"risk_level\": \"medium\", \"probability_of_loss\": 0.28}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.40019,
"end_time": "2025-07-01T18:21:50.935030",
"message_sent": true,
"start_time": "2025-07-01T18:21:50.534840",
"timestamp": "2025-07-01T18:21:50.935030",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83e\udd16 Analyzing stall reasons with AI...\n\u2705 Analyzed stall reasons for 3 deals\n \u2022 InnovateTech Corp: budget_approval_delay (Risk: medium)\n \u2022 TechFlow Solutions: feature_gap_concerns (Risk: high)\n \u2022 Digital Dynamics: contract_negotiation_complexity (Risk: medium)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"primary_stall_reason\": \"budget_approval_delay\", \"confidence_score\": 0.87, \"contributing_factors\": [{\"factor\": \"end_of_quarter_budget_constraints\", \"weight\": 0.35}, {\"factor\": \"multiple_stakeholder_approval_needed\", \"weight\": 0.25}, {\"factor\": \"competitor_evaluation_in_progress\", \"weight\": 0.2}], \"risk_level\": \"medium\", \"probability_of_loss\": 0.35}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"primary_stall_reason\": \"feature_gap_concerns\", \"confidence_score\": 0.92, \"risk_level\": \"high\", \"probability_of_loss\": 0.45}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"primary_stall_reason\": \"contract_negotiation_complexity\", \"confidence_score\": 0.78, \"risk_level\": \"medium\", \"probability_of_loss\": 0.28}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "analyze_stall_reasons"
},
"check_stalled_deals_found": {
"action_needed": true,
"deals_count": 3,
"execution_details": {
"actual_result": {
"output": "\ud83d\udea8 3 stalled deals require re-engagement\n__OUTPUTS__ {\"stalled_deals_found\": true, \"deals_count\": 3, \"action_needed\": true}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.357882,
"end_time": "2025-07-01T18:21:49.556192",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.198310",
"timestamp": "2025-07-01T18:21:49.556192",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udea8 3 stalled deals require re-engagement\n__OUTPUTS__ {\"stalled_deals_found\": true, \"deals_count\": 3, \"action_needed\": true}\n",
"return_code": 0,
"stalled_deals_found": true,
"status": "completed",
"stderr": "",
"task_id": "check_stalled_deals_found"
},
"create_sales_alert": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udea8 Creating sales alerts...\n\u2705 Created 2 sales alerts\n \u2022 InnovateTech Corp: medium priority alert\n \u2022 TechFlow Solutions: high priority alert\n__OUTPUTS__ [{\"alert_id\": \"ALERT_2025_004567\", \"officer_id\": \"OFF_001\", \"alert_type\": \"reengagement_sent\", \"severity\": \"medium\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"message\": \"Re-engagement WhatsApp sent to InnovateTech Corp. Deal stalled 8 days, $125K value. Monitor for response.\", \"created_at\": \"2025-07-01T18:21:52.919513\", \"auto_escalate\": true, \"escalate_after_hours\": 48, \"recommended_actions\": [\"monitor_whatsapp_response\", \"prepare_followup_call\"]}, {\"alert_id\": \"ALERT_2025_004568\", \"officer_id\": \"OFF_002\", \"alert_type\": \"reengagement_sent\", \"severity\": \"high\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"message\": \"Re-engagement email sent to TechFlow Solutions. Technical demo required. $87.5K value.\", \"created_at\": \"2025-07-01T18:21:52.919530\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.26727,
"end_time": "2025-07-01T18:21:53.029462",
"message_sent": true,
"start_time": "2025-07-01T18:21:52.762192",
"timestamp": "2025-07-01T18:21:53.029462",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udea8 Creating sales alerts...\n\u2705 Created 2 sales alerts\n \u2022 InnovateTech Corp: medium priority alert\n \u2022 TechFlow Solutions: high priority alert\n__OUTPUTS__ [{\"alert_id\": \"ALERT_2025_004567\", \"officer_id\": \"OFF_001\", \"alert_type\": \"reengagement_sent\", \"severity\": \"medium\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"message\": \"Re-engagement WhatsApp sent to InnovateTech Corp. Deal stalled 8 days, $125K value. Monitor for response.\", \"created_at\": \"2025-07-01T18:21:52.919513\", \"auto_escalate\": true, \"escalate_after_hours\": 48, \"recommended_actions\": [\"monitor_whatsapp_response\", \"prepare_followup_call\"]}, {\"alert_id\": \"ALERT_2025_004568\", \"officer_id\": \"OFF_002\", \"alert_type\": \"reengagement_sent\", \"severity\": \"high\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"message\": \"Re-engagement email sent to TechFlow Solutions. Technical demo required. $87.5K value.\", \"created_at\": \"2025-07-01T18:21:52.919530\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "create_sales_alert"
},
"determine_reengagement_strategy": {
"execution_details": {
"actual_result": {
"output": "\ud83c\udfaf Determining re-engagement strategies...\n\u2705 Strategies determined for 3 deals\n \u2022 InnovateTech Corp: value_reinforcement_with_urgency (68% success rate)\n \u2022 TechFlow Solutions: feature_gap_resolution (58% success rate)\n \u2022 Digital Dynamics: executive_intervention (72% success rate)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"recommended_strategy\": \"value_reinforcement_with_urgency\", \"channel_priority\": [\"whatsapp\", \"email\", \"phone\"], \"message_strategy\": \"roi_focused_with_timeline_pressure\", \"timing_recommendation\": \"immediate\", \"success_probability\": 0.68, \"key_messages\": [\"Emphasize ROI and cost savings\", \"Create urgency with quarter-end pricing\", \"Address budget approval process\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"recommended_strategy\": \"feature_gap_resolution\", \"channel_priority\": [\"email\", \"phone\", \"meeting\"], \"message_strategy\": \"technical_solution_focused\", \"timing_recommendation\": \"within_24_hours\", \"success_probability\": 0.58, \"key_messages\": [\"Address specific feature concerns\", \"Offer technical deep-dive session\", \"Highlight recent product enhancements\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"recommended_strategy\": \"executive_intervention\", \"channel_priority\": [\"phone\", \"meeting\", \"email\"], \"message_strategy\": \"relationship_based_with_flexibility\", \"timing_recommendation\": \"within_48_hours\", \"success_probability\": 0.72, \"key_messages\": [\"Involve executive leadership\", \"Offer contract flexibility\", \"Emphasize strategic partnership\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.351065,
"end_time": "2025-07-01T18:21:51.237303",
"message_sent": true,
"start_time": "2025-07-01T18:21:50.886238",
"timestamp": "2025-07-01T18:21:51.237303",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83c\udfaf Determining re-engagement strategies...\n\u2705 Strategies determined for 3 deals\n \u2022 InnovateTech Corp: value_reinforcement_with_urgency (68% success rate)\n \u2022 TechFlow Solutions: feature_gap_resolution (58% success rate)\n \u2022 Digital Dynamics: executive_intervention (72% success rate)\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"recommended_strategy\": \"value_reinforcement_with_urgency\", \"channel_priority\": [\"whatsapp\", \"email\", \"phone\"], \"message_strategy\": \"roi_focused_with_timeline_pressure\", \"timing_recommendation\": \"immediate\", \"success_probability\": 0.68, \"key_messages\": [\"Emphasize ROI and cost savings\", \"Create urgency with quarter-end pricing\", \"Address budget approval process\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"recommended_strategy\": \"feature_gap_resolution\", \"channel_priority\": [\"email\", \"phone\", \"meeting\"], \"message_strategy\": \"technical_solution_focused\", \"timing_recommendation\": \"within_24_hours\", \"success_probability\": 0.58, \"key_messages\": [\"Address specific feature concerns\", \"Offer technical deep-dive session\", \"Highlight recent product enhancements\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"recommended_strategy\": \"executive_intervention\", \"channel_priority\": [\"phone\", \"meeting\", \"email\"], \"message_strategy\": \"relationship_based_with_flexibility\", \"timing_recommendation\": \"within_48_hours\", \"success_probability\": 0.72, \"key_messages\": [\"Involve executive leadership\", \"Offer contract flexibility\", \"Emphasize strategic partnership\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "determine_reengagement_strategy"
},
"end_no_action_needed": {
"completed_at": "2025-07-01T18:21:49.895771",
"execution_details": {
"actual_result": {
"output": "\u2705 No stalled deals found - No action needed\nNext scan scheduled for: 2025-07-01T22:21:49.895748\n__OUTPUTS__ {\"workflow_outcome\": \"no_action_needed\", \"stalled_deals_found\": 0, \"next_scan_scheduled\": \"2025-07-01T22:21:49.895748\", \"completed_at\": \"2025-07-01T18:21:49.895771\", \"message\": \"All deals are progressing normally\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.528029,
"end_time": "2025-07-01T18:21:50.030483",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.502454",
"timestamp": "2025-07-01T18:21:50.030483",
"worker_executed": true,
"workers_notified": true
},
"message": "All deals are progressing normally",
"next_scan_scheduled": "2025-07-01T22:21:49.895748",
"output": "\u2705 No stalled deals found - No action needed\nNext scan scheduled for: 2025-07-01T22:21:49.895748\n__OUTPUTS__ {\"workflow_outcome\": \"no_action_needed\", \"stalled_deals_found\": 0, \"next_scan_scheduled\": \"2025-07-01T22:21:49.895748\", \"completed_at\": \"2025-07-01T18:21:49.895771\", \"message\": \"All deals are progressing normally\"}\n",
"return_code": 0,
"stalled_deals_found": 0,
"status": "completed",
"stderr": "",
"task_id": "end_no_action_needed",
"workflow_outcome": "no_action_needed"
},
"get_competitor_intelligence": {
"competitor_activity": [
{
"competitor": "CompetitorA",
"market_share": 0.28,
"recent_activities": [
"pricing_reduction",
"feature_enhancement"
],
"threat_level": "high"
},
{
"competitor": "CompetitorB",
"market_share": 0.19,
"recent_activities": [
"new_partnership",
"customer_wins"
],
"threat_level": "medium"
}
],
"execution_details": {
"actual_result": {
"output": "\ud83d\udd0d Gathering competitor intelligence...\n\u2705 Competitor intelligence gathered\n Market growth: 15.0%\n Competitive intensity: 73%\n__OUTPUTS__ {\"market_conditions\": {\"industry_growth\": 0.15, \"competitive_intensity\": 0.73, \"market_sentiment\": \"positive\", \"seasonal_factor\": 1.08}, \"competitor_activity\": [{\"competitor\": \"CompetitorA\", \"recent_activities\": [\"pricing_reduction\", \"feature_enhancement\"], \"market_share\": 0.28, \"threat_level\": \"high\"}, {\"competitor\": \"CompetitorB\", \"recent_activities\": [\"new_partnership\", \"customer_wins\"], \"market_share\": 0.19, \"threat_level\": \"medium\"}], \"urgency_triggers\": [\"end_of_quarter_budgets\", \"competitor_aggressive_pricing\", \"new_feature_launches\"], \"market_events\": [{\"event\": \"industry_conference\", \"date\": \"2025-07-15\", \"impact\": \"high_visibility_opportunity\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.39472,
"end_time": "2025-07-01T18:21:50.593819",
"message_sent": true,
"start_time": "2025-07-01T18:21:50.199099",
"timestamp": "2025-07-01T18:21:50.593819",
"worker_executed": true,
"workers_notified": true
},
"market_conditions": {
"competitive_intensity": 0.73,
"industry_growth": 0.15,
"market_sentiment": "positive",
"seasonal_factor": 1.08
},
"market_events": [
{
"date": "2025-07-15",
"event": "industry_conference",
"impact": "high_visibility_opportunity"
}
],
"output": "\ud83d\udd0d Gathering competitor intelligence...\n\u2705 Competitor intelligence gathered\n Market growth: 15.0%\n Competitive intensity: 73%\n__OUTPUTS__ {\"market_conditions\": {\"industry_growth\": 0.15, \"competitive_intensity\": 0.73, \"market_sentiment\": \"positive\", \"seasonal_factor\": 1.08}, \"competitor_activity\": [{\"competitor\": \"CompetitorA\", \"recent_activities\": [\"pricing_reduction\", \"feature_enhancement\"], \"market_share\": 0.28, \"threat_level\": \"high\"}, {\"competitor\": \"CompetitorB\", \"recent_activities\": [\"new_partnership\", \"customer_wins\"], \"market_share\": 0.19, \"threat_level\": \"medium\"}], \"urgency_triggers\": [\"end_of_quarter_budgets\", \"competitor_aggressive_pricing\", \"new_feature_launches\"], \"market_events\": [{\"event\": \"industry_conference\", \"date\": \"2025-07-15\", \"impact\": \"high_visibility_opportunity\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_competitor_intelligence",
"urgency_triggers": [
"end_of_quarter_budgets",
"competitor_aggressive_pricing",
"new_feature_launches"
]
},
"get_customer_interaction_timeline": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udcca Retrieving customer interaction timelines...\n\u2705 Retrieved interaction timelines for 3 customers\n \u2022 InnovateTech Corp: 33% response rate\n \u2022 TechFlow Solutions: 58% response rate\n \u2022 Digital Dynamics: 44% response rate\n__OUTPUTS__ [{\"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"total_interactions\": 15, \"touchpoint_history\": [{\"date\": \"2025-06-18T16:30:00Z\", \"type\": \"email\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-15T14:20:00Z\", \"type\": \"phone_call\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-12T10:15:00Z\", \"type\": \"meeting\", \"direction\": \"scheduled\", \"response_received\": true, \"outcome\": \"positive\"}], \"response_patterns\": {\"response_rate\": 0.33, \"preferred_channels\": [\"whatsapp\", \"meeting\"], \"best_contact_times\": [\"10:00\", \"14:00\"], \"avg_response_time\": \"4.2 hours\"}}, {\"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"total_interactions\": 12, \"response_patterns\": {\"response_rate\": 0.58, \"preferred_channels\": [\"email\", \"phone\"], \"best_contact_times\": [\"09:00\", \"15:00\"], \"avg_response_time\": \"2.8 hours\"}}, {\"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"total_interactions\": 18, \"response_patterns\": {\"response_rate\": 0.44, \"preferred_channels\": [\"phone\", \"meeting\"], \"best_contact_times\": [\"11:00\", \"16:00\"], \"avg_response_time\": \"6.1 hours\"}}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.368745,
"end_time": "2025-07-01T18:21:49.822986",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.454241",
"timestamp": "2025-07-01T18:21:49.822986",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcca Retrieving customer interaction timelines...\n\u2705 Retrieved interaction timelines for 3 customers\n \u2022 InnovateTech Corp: 33% response rate\n \u2022 TechFlow Solutions: 58% response rate\n \u2022 Digital Dynamics: 44% response rate\n__OUTPUTS__ [{\"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"total_interactions\": 15, \"touchpoint_history\": [{\"date\": \"2025-06-18T16:30:00Z\", \"type\": \"email\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-15T14:20:00Z\", \"type\": \"phone_call\", \"direction\": \"outbound\", \"response_received\": false}, {\"date\": \"2025-06-12T10:15:00Z\", \"type\": \"meeting\", \"direction\": \"scheduled\", \"response_received\": true, \"outcome\": \"positive\"}], \"response_patterns\": {\"response_rate\": 0.33, \"preferred_channels\": [\"whatsapp\", \"meeting\"], \"best_contact_times\": [\"10:00\", \"14:00\"], \"avg_response_time\": \"4.2 hours\"}}, {\"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"total_interactions\": 12, \"response_patterns\": {\"response_rate\": 0.58, \"preferred_channels\": [\"email\", \"phone\"], \"best_contact_times\": [\"09:00\", \"15:00\"], \"avg_response_time\": \"2.8 hours\"}}, {\"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"total_interactions\": 18, \"response_patterns\": {\"response_rate\": 0.44, \"preferred_channels\": [\"phone\", \"meeting\"], \"best_contact_times\": [\"11:00\", \"16:00\"], \"avg_response_time\": \"6.1 hours\"}}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_customer_interaction_timeline"
},
"get_deal_stage_history": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udcc8 Analyzing deal stage progression...\n\u2705 Analyzed stage history for 3 deals\n \u2022 InnovateTech Corp: 15 days in negotiation\n \u2022 TechFlow Solutions: 18 days in proposal\n \u2022 Digital Dynamics: 12 days in closing\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"current_stage\": \"negotiation\", \"stage_progression\": [{\"stage\": \"qualified\", \"duration_days\": 5, \"activities_count\": 8, \"progression_smooth\": true}, {\"stage\": \"proposal\", \"duration_days\": 12, \"activities_count\": 15, \"progression_smooth\": true}, {\"stage\": \"negotiation\", \"duration_days\": 15, \"activities_count\": 6, \"progression_smooth\": false}], \"bottlenecks\": [\"budget_approval\", \"technical_concerns\"], \"time_in_current_stage\": 15, \"typical_stage_duration\": 8}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"current_stage\": \"proposal\", \"time_in_current_stage\": 18, \"typical_stage_duration\": 10, \"bottlenecks\": [\"feature_requirements\", \"competitor_comparison\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"current_stage\": \"closing\", \"time_in_current_stage\": 12, \"typical_stage_duration\": 5, \"bottlenecks\": [\"contract_terms\", \"legal_review\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.399347,
"end_time": "2025-07-01T18:21:50.259555",
"message_sent": true,
"start_time": "2025-07-01T18:21:49.860208",
"timestamp": "2025-07-01T18:21:50.259555",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcc8 Analyzing deal stage progression...\n\u2705 Analyzed stage history for 3 deals\n \u2022 InnovateTech Corp: 15 days in negotiation\n \u2022 TechFlow Solutions: 18 days in proposal\n \u2022 Digital Dynamics: 12 days in closing\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"current_stage\": \"negotiation\", \"stage_progression\": [{\"stage\": \"qualified\", \"duration_days\": 5, \"activities_count\": 8, \"progression_smooth\": true}, {\"stage\": \"proposal\", \"duration_days\": 12, \"activities_count\": 15, \"progression_smooth\": true}, {\"stage\": \"negotiation\", \"duration_days\": 15, \"activities_count\": 6, \"progression_smooth\": false}], \"bottlenecks\": [\"budget_approval\", \"technical_concerns\"], \"time_in_current_stage\": 15, \"typical_stage_duration\": 8}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"current_stage\": \"proposal\", \"time_in_current_stage\": 18, \"typical_stage_duration\": 10, \"bottlenecks\": [\"feature_requirements\", \"competitor_comparison\"]}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"current_stage\": \"closing\", \"time_in_current_stage\": 12, \"typical_stage_duration\": 5, \"bottlenecks\": [\"contract_terms\", \"legal_review\"]}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_deal_stage_history"
},
"get_stalled_deals_from_crm": {
"deals": [
{
"assigned_officer": "OFF_001",
"created_at": "2025-05-15T10:00:00Z",
"current_stage": "negotiation",
"customer_email": "contact@innovatetech.com",
"customer_id": "CUST_456",
"customer_name": "InnovateTech Corp",
"customer_phone": "+1234567890",
"days_stalled": 8,
"deal_id": "DEAL_2025_001100",
"deal_name": "Enterprise Software License",
"estimated_value": 125000.0,
"last_activity": "2025-06-18T16:30:00Z",
"preferred_channel": "whatsapp",
"probability": 0.6
},
{
"assigned_officer": "OFF_002",
"created_at": "2025-06-01T14:00:00Z",
"current_stage": "proposal",
"customer_email": "admin@techflow.com",
"customer_id": "CUST_457",
"customer_name": "TechFlow Solutions",
"customer_phone": "+1987654321",
"days_stalled": 9,
"deal_id": "DEAL_2025_001101",
"deal_name": "CRM Implementation",
"estimated_value": 87500.0,
"last_activity": "2025-06-17T11:45:00Z",
"preferred_channel": "email",
"probability": 0.45
},
{
"assigned_officer": "OFF_001",
"created_at": "2025-05-20T09:30:00Z",
"current_stage": "closing",
"customer_email": "sales@digitaldynamics.com",
"customer_id": "CUST_458",
"customer_name": "Digital Dynamics",
"customer_phone": "+1555123456",
"days_stalled": 10,
"deal_id": "DEAL_2025_001102",
"deal_name": "Analytics Platform",
"estimated_value": 95000.0,
"last_activity": "2025-06-16T15:20:00Z",
"preferred_channel": "phone",
"probability": 0.55
}
],
"execution_details": {
"actual_result": {
"output": "\ud83d\udd0d Scanning CRM for stalled deals...\n\u2705 Found 3 stalled deals\n \u2022 InnovateTech Corp: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 8 days stalled\n \u2022 TechFlow Solutions: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 9 days stalled\n \u2022 Digital Dynamics: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 10 days stalled\n__OUTPUTS__ {\"total_stalled_deals\": 3, \"deals\": [{\"deal_id\": \"DEAL_2025_001100\", \"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"customer_phone\": \"+1234567890\", \"customer_email\": \"contact@innovatetech.com\", \"deal_name\": \"Enterprise Software License\", \"estimated_value\": 125000.0, \"probability\": 0.6, \"current_stage\": \"negotiation\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-15T10:00:00Z\", \"last_activity\": \"2025-06-18T16:30:00Z\", \"days_stalled\": 8, \"preferred_channel\": \"whatsapp\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"customer_phone\": \"+1987654321\", \"customer_email\": \"admin@techflow.com\", \"deal_name\": \"CRM Implementation\", \"estimated_value\": 87500.0, \"probability\": 0.45, \"current_stage\": \"proposal\", \"assigned_officer\": \"OFF_002\", \"created_at\": \"2025-06-01T14:00:00Z\", \"last_activity\": \"2025-06-17T11:45:00Z\", \"days_stalled\": 9, \"preferred_channel\": \"email\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"customer_email\": \"sales@digitaldynamics.com\", \"deal_name\": \"Analytics Platform\", \"estimated_value\": 95000.0, \"probability\": 0.55, \"current_stage\": \"closing\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-20T09:30:00Z\", \"last_activity\": \"2025-06-16T15:20:00Z\", \"days_stalled\": 10, \"preferred_channel\": \"phone\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.280968,
"end_time": "2025-07-01T18:21:49.241633",
"message_sent": true,
"start_time": "2025-07-01T18:21:48.960665",
"timestamp": "2025-07-01T18:21:49.241633",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udd0d Scanning CRM for stalled deals...\n\u2705 Found 3 stalled deals\n \u2022 InnovateTech Corp: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 8 days stalled\n \u2022 TechFlow Solutions: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 9 days stalled\n \u2022 Digital Dynamics: UNRESOLVED_deal[\u0027estimated_value\u0027]:,.0f - 10 days stalled\n__OUTPUTS__ {\"total_stalled_deals\": 3, \"deals\": [{\"deal_id\": \"DEAL_2025_001100\", \"customer_id\": \"CUST_456\", \"customer_name\": \"InnovateTech Corp\", \"customer_phone\": \"+1234567890\", \"customer_email\": \"contact@innovatetech.com\", \"deal_name\": \"Enterprise Software License\", \"estimated_value\": 125000.0, \"probability\": 0.6, \"current_stage\": \"negotiation\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-15T10:00:00Z\", \"last_activity\": \"2025-06-18T16:30:00Z\", \"days_stalled\": 8, \"preferred_channel\": \"whatsapp\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_id\": \"CUST_457\", \"customer_name\": \"TechFlow Solutions\", \"customer_phone\": \"+1987654321\", \"customer_email\": \"admin@techflow.com\", \"deal_name\": \"CRM Implementation\", \"estimated_value\": 87500.0, \"probability\": 0.45, \"current_stage\": \"proposal\", \"assigned_officer\": \"OFF_002\", \"created_at\": \"2025-06-01T14:00:00Z\", \"last_activity\": \"2025-06-17T11:45:00Z\", \"days_stalled\": 9, \"preferred_channel\": \"email\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_id\": \"CUST_458\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"customer_email\": \"sales@digitaldynamics.com\", \"deal_name\": \"Analytics Platform\", \"estimated_value\": 95000.0, \"probability\": 0.55, \"current_stage\": \"closing\", \"assigned_officer\": \"OFF_001\", \"created_at\": \"2025-05-20T09:30:00Z\", \"last_activity\": \"2025-06-16T15:20:00Z\", \"days_stalled\": 10, \"preferred_channel\": \"phone\"}]}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "get_stalled_deals_from_crm",
"total_stalled_deals": 3
},
"personalize_reengagement_message": {
"execution_details": {
"actual_result": {
"output": "\u270d\ufe0f Personalizing re-engagement messages...\n\u2705 Personalized messages created for 3 deals\n \u2022 InnovateTech Corp: whatsapp message ready\n \u2022 TechFlow Solutions: email message ready\n \u2022 Digital Dynamics: phone message ready\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"preferred_channel\": \"whatsapp\", \"personalized_message\": \"Hi there! I wanted to follow up on our Enterprise Software proposal. I understand budget approvals can take time, especially toward quarter-end. Our solution could save InnovateTech 25% on operational costs - would a quick 15-min call help address any remaining questions? We have special Q2 pricing available until June 30th.\", \"subject_line\": \"Quick question about your Enterprise Software decision\", \"call_to_action\": \"Schedule 15-minute call\", \"personalization_elements\": [\"company_name_mention\", \"budget_approval_acknowledgment\", \"specific_roi_metric\", \"urgency_with_deadline\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"preferred_channel\": \"email\", \"personalized_message\": \"Hi! I\u0027ve been thinking about the feature requirements we discussed for your CRM implementation. Our development team has made some exciting enhancements that directly address the workflow automation concerns you mentioned. Would you be interested in a technical demo to see these new capabilities? I believe they\u0027ll exceed your expectations.\", \"subject_line\": \"New CRM features that address your workflow concerns\", \"call_to_action\": \"Schedule technical demo\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"preferred_channel\": \"phone\", \"personalized_message\": \"I wanted to personally reach out about the Analytics Platform contract. I understand legal reviews can be complex, and we\u0027re committed to making this work for Digital Dynamics. Our CEO would be happy to join a call to discuss how we can structure this as a strategic partnership. When would be a good time to connect?\", \"subject_line\": \"Strategic partnership discussion - Analytics Platform\", \"call_to_action\": \"Schedule executive call\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.540417,
"end_time": "2025-07-01T18:21:51.720139",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.179722",
"timestamp": "2025-07-01T18:21:51.720139",
"worker_executed": true,
"workers_notified": true
},
"output": "\u270d\ufe0f Personalizing re-engagement messages...\n\u2705 Personalized messages created for 3 deals\n \u2022 InnovateTech Corp: whatsapp message ready\n \u2022 TechFlow Solutions: email message ready\n \u2022 Digital Dynamics: phone message ready\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"preferred_channel\": \"whatsapp\", \"personalized_message\": \"Hi there! I wanted to follow up on our Enterprise Software proposal. I understand budget approvals can take time, especially toward quarter-end. Our solution could save InnovateTech 25% on operational costs - would a quick 15-min call help address any remaining questions? We have special Q2 pricing available until June 30th.\", \"subject_line\": \"Quick question about your Enterprise Software decision\", \"call_to_action\": \"Schedule 15-minute call\", \"personalization_elements\": [\"company_name_mention\", \"budget_approval_acknowledgment\", \"specific_roi_metric\", \"urgency_with_deadline\"]}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"preferred_channel\": \"email\", \"personalized_message\": \"Hi! I\u0027ve been thinking about the feature requirements we discussed for your CRM implementation. Our development team has made some exciting enhancements that directly address the workflow automation concerns you mentioned. Would you be interested in a technical demo to see these new capabilities? I believe they\u0027ll exceed your expectations.\", \"subject_line\": \"New CRM features that address your workflow concerns\", \"call_to_action\": \"Schedule technical demo\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"preferred_channel\": \"phone\", \"personalized_message\": \"I wanted to personally reach out about the Analytics Platform contract. I understand legal reviews can be complex, and we\u0027re committed to making this work for Digital Dynamics. Our CEO would be happy to join a call to discuss how we can structure this as a strategic partnership. When would be a good time to connect?\", \"subject_line\": \"Strategic partnership discussion - Analytics Platform\", \"call_to_action\": \"Schedule executive call\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "personalize_reengagement_message"
},
"schedule_escalation_if_no_response": {
"execution_details": {
"actual_result": {
"output": "\u23f0 Scheduling escalations for non-responsive customers...\n\u2705 Scheduled 3 escalations\n \u2022 InnovateTech Corp: 48h escalation to MANAGER_001\n \u2022 TechFlow Solutions: 72h escalation to VP_SALES\n \u2022 Digital Dynamics: 24h escalation to MANAGER_001\n__OUTPUTS__ [{\"escalation_id\": \"ESC_2025_006789\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"escalation_type\": \"no_response_followup\", \"trigger_after_hours\": 48, \"scheduled_for\": \"2025-07-03T18:21:53.802623\", \"escalate_to\": \"MANAGER_001\", \"escalation_actions\": [\"manager_personal_outreach\", \"executive_involvement_consideration\", \"account_strategy_review\"], \"deal_value\": 125000.0, \"auto_cancel_conditions\": [\"customer_responds\", \"meeting_scheduled\"]}, {\"escalation_id\": \"ESC_2025_006790\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"trigger_after_hours\": 72, \"scheduled_for\": \"2025-07-04T18:21:53.802661\", \"escalate_to\": \"VP_SALES\", \"deal_value\": 87500.0}, {\"escalation_id\": \"ESC_2025_006791\", \"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"trigger_after_hours\": 24, \"scheduled_for\": \"2025-07-02T18:21:53.802672\", \"escalate_to\": \"MANAGER_001\", \"deal_value\": 95000.0, \"priority\": \"high\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.242116,
"end_time": "2025-07-01T18:21:53.904875",
"message_sent": true,
"start_time": "2025-07-01T18:21:53.662759",
"timestamp": "2025-07-01T18:21:53.904875",
"worker_executed": true,
"workers_notified": true
},
"output": "\u23f0 Scheduling escalations for non-responsive customers...\n\u2705 Scheduled 3 escalations\n \u2022 InnovateTech Corp: 48h escalation to MANAGER_001\n \u2022 TechFlow Solutions: 72h escalation to VP_SALES\n \u2022 Digital Dynamics: 24h escalation to MANAGER_001\n__OUTPUTS__ [{\"escalation_id\": \"ESC_2025_006789\", \"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"escalation_type\": \"no_response_followup\", \"trigger_after_hours\": 48, \"scheduled_for\": \"2025-07-03T18:21:53.802623\", \"escalate_to\": \"MANAGER_001\", \"escalation_actions\": [\"manager_personal_outreach\", \"executive_involvement_consideration\", \"account_strategy_review\"], \"deal_value\": 125000.0, \"auto_cancel_conditions\": [\"customer_responds\", \"meeting_scheduled\"]}, {\"escalation_id\": \"ESC_2025_006790\", \"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"trigger_after_hours\": 72, \"scheduled_for\": \"2025-07-04T18:21:53.802661\", \"escalate_to\": \"VP_SALES\", \"deal_value\": 87500.0}, {\"escalation_id\": \"ESC_2025_006791\", \"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"trigger_after_hours\": 24, \"scheduled_for\": \"2025-07-02T18:21:53.802672\", \"escalate_to\": \"MANAGER_001\", \"deal_value\": 95000.0, \"priority\": \"high\"}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "schedule_escalation_if_no_response"
},
"schedule_followup_call": {
"assigned_to": "OFF_001",
"call_purpose": "Contract negotiation resolution",
"call_type": "reengagement_executive",
"customer_name": "Digital Dynamics",
"customer_phone": "+1555123456",
"execution_details": {
"actual_result": {
"output": "\ud83d\udcde Scheduling follow-up call...\n\u2705 Call scheduled for Digital Dynamics\n Scheduled: 2025-07-02T18:21:52.312527\n Type: reengagement_executive\n__OUTPUTS__ {\"task_id\": \"CALL_2025_001789\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"assigned_to\": \"OFF_001\", \"call_type\": \"reengagement_executive\", \"scheduled_for\": \"2025-07-02T18:21:52.312527\", \"priority\": \"high\", \"call_purpose\": \"Contract negotiation resolution\", \"expected_duration\": 30, \"executive_involvement\": true, \"preparation_notes\": \"Review contract terms, prepare flexibility options\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.868075,
"end_time": "2025-07-01T18:21:52.522649",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.654574",
"timestamp": "2025-07-01T18:21:52.522649",
"worker_executed": true,
"workers_notified": true
},
"executive_involvement": true,
"expected_duration": 30,
"output": "\ud83d\udcde Scheduling follow-up call...\n\u2705 Call scheduled for Digital Dynamics\n Scheduled: 2025-07-02T18:21:52.312527\n Type: reengagement_executive\n__OUTPUTS__ {\"task_id\": \"CALL_2025_001789\", \"customer_name\": \"Digital Dynamics\", \"customer_phone\": \"+1555123456\", \"assigned_to\": \"OFF_001\", \"call_type\": \"reengagement_executive\", \"scheduled_for\": \"2025-07-02T18:21:52.312527\", \"priority\": \"high\", \"call_purpose\": \"Contract negotiation resolution\", \"expected_duration\": 30, \"executive_involvement\": true, \"preparation_notes\": \"Review contract terms, prepare flexibility options\"}\n",
"preparation_notes": "Review contract terms, prepare flexibility options",
"priority": "high",
"return_code": 0,
"scheduled_for": "2025-07-02T18:21:52.312527",
"status": "completed",
"stderr": "",
"task_id": "CALL_2025_001789"
},
"send_email_reengagement": {
"campaign_id": "REENG_EMAIL_001",
"customer_email": "admin@techflow.com",
"customer_name": "TechFlow Solutions",
"delivery_status": "sent",
"estimated_delivery": "immediate",
"execution_details": {
"actual_result": {
"output": "\ud83d\udce7 Sending Email re-engagement message...\n\u2705 Email sent to TechFlow Solutions\n Subject: New CRM features that address your workflow concerns\n Message ID: MSG_2025_067891\n__OUTPUTS__ {\"message_id\": \"MSG_2025_067891\", \"customer_email\": \"admin@techflow.com\", \"customer_name\": \"TechFlow Solutions\", \"subject\": \"New CRM features that address your workflow concerns\", \"sent_at\": \"2025-07-01T18:21:52.088444\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_EMAIL_001\", \"tracking_enabled\": true, \"read_receipt_requested\": true, \"estimated_delivery\": \"immediate\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.652219,
"end_time": "2025-07-01T18:21:52.253551",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.601332",
"timestamp": "2025-07-01T18:21:52.253551",
"worker_executed": true,
"workers_notified": true
},
"message_id": "MSG_2025_067891",
"output": "\ud83d\udce7 Sending Email re-engagement message...\n\u2705 Email sent to TechFlow Solutions\n Subject: New CRM features that address your workflow concerns\n Message ID: MSG_2025_067891\n__OUTPUTS__ {\"message_id\": \"MSG_2025_067891\", \"customer_email\": \"admin@techflow.com\", \"customer_name\": \"TechFlow Solutions\", \"subject\": \"New CRM features that address your workflow concerns\", \"sent_at\": \"2025-07-01T18:21:52.088444\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_EMAIL_001\", \"tracking_enabled\": true, \"read_receipt_requested\": true, \"estimated_delivery\": \"immediate\"}\n",
"read_receipt_requested": true,
"return_code": 0,
"sent_at": "2025-07-01T18:21:52.088444",
"status": "completed",
"stderr": "",
"subject": "New CRM features that address your workflow concerns",
"task_id": "send_email_reengagement",
"tracking_enabled": true
},
"send_whatsapp_reengagement": {
"campaign_id": "REENG_WA_001",
"customer_name": "InnovateTech Corp",
"customer_phone": "+1234567890",
"delivery_status": "sent",
"estimated_delivery": "immediate",
"execution_details": {
"actual_result": {
"output": "\ud83d\udcf1 Sending WhatsApp re-engagement message...\n\u2705 WhatsApp message sent to InnovateTech Corp\n Message ID: wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\n Status: sent\n__OUTPUTS__ {\"message_id\": \"wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\", \"customer_phone\": \"+1234567890\", \"customer_name\": \"InnovateTech Corp\", \"message_sent\": true, \"sent_at\": \"2025-07-01T18:21:51.880728\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_WA_001\", \"estimated_delivery\": \"immediate\", \"tracking_enabled\": true, \"response_expected\": true}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.48959,
"end_time": "2025-07-01T18:21:52.023211",
"message_sent": true,
"start_time": "2025-07-01T18:21:51.533621",
"timestamp": "2025-07-01T18:21:52.023211",
"worker_executed": true,
"workers_notified": true
},
"message_id": "wamid.HBgLMTIzNDU2Nzg5MDE_reeng...",
"message_sent": true,
"output": "\ud83d\udcf1 Sending WhatsApp re-engagement message...\n\u2705 WhatsApp message sent to InnovateTech Corp\n Message ID: wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\n Status: sent\n__OUTPUTS__ {\"message_id\": \"wamid.HBgLMTIzNDU2Nzg5MDE_reeng...\", \"customer_phone\": \"+1234567890\", \"customer_name\": \"InnovateTech Corp\", \"message_sent\": true, \"sent_at\": \"2025-07-01T18:21:51.880728\", \"delivery_status\": \"sent\", \"campaign_id\": \"REENG_WA_001\", \"estimated_delivery\": \"immediate\", \"tracking_enabled\": true, \"response_expected\": true}\n",
"response_expected": true,
"return_code": 0,
"sent_at": "2025-07-01T18:21:51.880728",
"status": "completed",
"stderr": "",
"task_id": "send_whatsapp_reengagement",
"tracking_enabled": true
},
"track_engagement_response": {
"campaigns_monitored": 3,
"execution_details": {
"actual_result": {
"output": "\ud83d\udcca Setting up engagement response tracking...\n\u2705 Tracking setup for 3 campaigns\n Target response rate: 35%\n__OUTPUTS__ {\"tracking_active\": true, \"campaigns_monitored\": 3, \"tracking_configs\": [{\"campaign_id\": \"REENG_WA_001\", \"customer_id\": \"CUST_456\", \"channel\": \"whatsapp\", \"tracking_duration_hours\": 72, \"response_indicators\": [\"message_read\", \"reply_received\", \"call_requested\"], \"auto_escalation\": true}, {\"campaign_id\": \"REENG_EMAIL_001\", \"customer_id\": \"CUST_457\", \"channel\": \"email\", \"tracking_duration_hours\": 48, \"response_indicators\": [\"email_opened\", \"link_clicked\", \"reply_received\"]}], \"tracking_metrics\": {\"response_rate_target\": 0.35, \"engagement_score_threshold\": 0.6, \"success_indicators\": [\"meeting_scheduled\", \"proposal_requested\", \"positive_sentiment\"]}}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.301326,
"end_time": "2025-07-01T18:21:53.388755",
"message_sent": true,
"start_time": "2025-07-01T18:21:53.087429",
"timestamp": "2025-07-01T18:21:53.388755",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcca Setting up engagement response tracking...\n\u2705 Tracking setup for 3 campaigns\n Target response rate: 35%\n__OUTPUTS__ {\"tracking_active\": true, \"campaigns_monitored\": 3, \"tracking_configs\": [{\"campaign_id\": \"REENG_WA_001\", \"customer_id\": \"CUST_456\", \"channel\": \"whatsapp\", \"tracking_duration_hours\": 72, \"response_indicators\": [\"message_read\", \"reply_received\", \"call_requested\"], \"auto_escalation\": true}, {\"campaign_id\": \"REENG_EMAIL_001\", \"customer_id\": \"CUST_457\", \"channel\": \"email\", \"tracking_duration_hours\": 48, \"response_indicators\": [\"email_opened\", \"link_clicked\", \"reply_received\"]}], \"tracking_metrics\": {\"response_rate_target\": 0.35, \"engagement_score_threshold\": 0.6, \"success_indicators\": [\"meeting_scheduled\", \"proposal_requested\", \"positive_sentiment\"]}}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "track_engagement_response",
"tracking_active": true,
"tracking_configs": [
{
"auto_escalation": true,
"campaign_id": "REENG_WA_001",
"channel": "whatsapp",
"customer_id": "CUST_456",
"response_indicators": [
"message_read",
"reply_received",
"call_requested"
],
"tracking_duration_hours": 72
},
{
"campaign_id": "REENG_EMAIL_001",
"channel": "email",
"customer_id": "CUST_457",
"response_indicators": [
"email_opened",
"link_clicked",
"reply_received"
],
"tracking_duration_hours": 48
}
],
"tracking_metrics": {
"engagement_score_threshold": 0.6,
"response_rate_target": 0.35,
"success_indicators": [
"meeting_scheduled",
"proposal_requested",
"positive_sentiment"
]
}
},
"update_deal_with_reengagement_activity": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udcdd Updating deals with re-engagement activities...\n\u2705 Updated 3 deals with re-engagement activities\n \u2022 InnovateTech Corp: whatsapp activity logged\n \u2022 TechFlow Solutions: email activity logged\n \u2022 Digital Dynamics: phone_scheduled activity logged\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"whatsapp\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656837\", \"next_follow_up\": \"2025-07-04T18:21:52.656858\", \"reengagement_attempt\": 1, \"campaign_id\": \"REENG_WA_001\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"email\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656870\", \"campaign_id\": \"REENG_EMAIL_001\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"phone_scheduled\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656874\", \"call_scheduled\": true}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.33404,
"end_time": "2025-07-01T18:21:52.809593",
"message_sent": true,
"start_time": "2025-07-01T18:21:52.475553",
"timestamp": "2025-07-01T18:21:52.809593",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcdd Updating deals with re-engagement activities...\n\u2705 Updated 3 deals with re-engagement activities\n \u2022 InnovateTech Corp: whatsapp activity logged\n \u2022 TechFlow Solutions: email activity logged\n \u2022 Digital Dynamics: phone_scheduled activity logged\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"whatsapp\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656837\", \"next_follow_up\": \"2025-07-04T18:21:52.656858\", \"reengagement_attempt\": 1, \"campaign_id\": \"REENG_WA_001\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"email\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656870\", \"campaign_id\": \"REENG_EMAIL_001\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"phone_scheduled\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656874\", \"call_scheduled\": true}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "update_deal_with_reengagement_activity"
},
"update_reengagement_success_metrics": {
"campaign_batch_id": "BATCH_2025_06_25",
"campaigns_sent": 3,
"channels_used": {
"email": 1,
"phone_scheduled": 1,
"whatsapp": 1
},
"execution_details": {
"actual_result": {
"output": "\ud83d\udcc8 Updating re-engagement success metrics...\n\u2705 Metrics updated for batch BATCH_2025_06_25\n Revenue at risk: UNRESOLVED_metrics_update[\u0027total_revenue_at_risk\u0027]:,.0f\n Expected recovery rate: 28%\n__OUTPUTS__ {\"campaign_batch_id\": \"BATCH_2025_06_25\", \"campaigns_sent\": 3, \"total_revenue_at_risk\": 307500.0, \"channels_used\": {\"whatsapp\": 1, \"email\": 1, \"phone_scheduled\": 1}, \"expected_metrics\": {\"response_rate\": 0.33, \"conversion_rate\": 0.25, \"revenue_recovery_rate\": 0.28}, \"historical_performance\": {\"campaigns_this_month\": 48, \"success_rate\": 0.31, \"avg_response_time\": \"3.2 hours\", \"revenue_recovered_month\": 1250000.0, \"roi\": 15.2}, \"updated_at\": \"2025-07-01T18:21:53.498250\", \"next_analysis_scheduled\": \"2025-06-28T09:00:00Z\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.283076,
"end_time": "2025-07-01T18:21:53.618884",
"message_sent": true,
"start_time": "2025-07-01T18:21:53.335808",
"timestamp": "2025-07-01T18:21:53.618884",
"worker_executed": true,
"workers_notified": true
},
"expected_metrics": {
"conversion_rate": 0.25,
"response_rate": 0.33,
"revenue_recovery_rate": 0.28
},
"historical_performance": {
"avg_response_time": "3.2 hours",
"campaigns_this_month": 48,
"revenue_recovered_month": 1250000.0,
"roi": 15.2,
"success_rate": 0.31
},
"next_analysis_scheduled": "2025-06-28T09:00:00Z",
"output": "\ud83d\udcc8 Updating re-engagement success metrics...\n\u2705 Metrics updated for batch BATCH_2025_06_25\n Revenue at risk: UNRESOLVED_metrics_update[\u0027total_revenue_at_risk\u0027]:,.0f\n Expected recovery rate: 28%\n__OUTPUTS__ {\"campaign_batch_id\": \"BATCH_2025_06_25\", \"campaigns_sent\": 3, \"total_revenue_at_risk\": 307500.0, \"channels_used\": {\"whatsapp\": 1, \"email\": 1, \"phone_scheduled\": 1}, \"expected_metrics\": {\"response_rate\": 0.33, \"conversion_rate\": 0.25, \"revenue_recovery_rate\": 0.28}, \"historical_performance\": {\"campaigns_this_month\": 48, \"success_rate\": 0.31, \"avg_response_time\": \"3.2 hours\", \"revenue_recovered_month\": 1250000.0, \"roi\": 15.2}, \"updated_at\": \"2025-07-01T18:21:53.498250\", \"next_analysis_scheduled\": \"2025-06-28T09:00:00Z\"}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "update_reengagement_success_metrics",
"total_revenue_at_risk": 307500.0,
"updated_at": "2025-07-01T18:21:53.498250"
}
},
"track_engagement_response": {
"campaigns_monitored": 3,
"execution_details": {
"actual_result": {
"output": "\ud83d\udcca Setting up engagement response tracking...\n\u2705 Tracking setup for 3 campaigns\n Target response rate: 35%\n__OUTPUTS__ {\"tracking_active\": true, \"campaigns_monitored\": 3, \"tracking_configs\": [{\"campaign_id\": \"REENG_WA_001\", \"customer_id\": \"CUST_456\", \"channel\": \"whatsapp\", \"tracking_duration_hours\": 72, \"response_indicators\": [\"message_read\", \"reply_received\", \"call_requested\"], \"auto_escalation\": true}, {\"campaign_id\": \"REENG_EMAIL_001\", \"customer_id\": \"CUST_457\", \"channel\": \"email\", \"tracking_duration_hours\": 48, \"response_indicators\": [\"email_opened\", \"link_clicked\", \"reply_received\"]}], \"tracking_metrics\": {\"response_rate_target\": 0.35, \"engagement_score_threshold\": 0.6, \"success_indicators\": [\"meeting_scheduled\", \"proposal_requested\", \"positive_sentiment\"]}}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.301326,
"end_time": "2025-07-01T18:21:53.388755",
"message_sent": true,
"start_time": "2025-07-01T18:21:53.087429",
"timestamp": "2025-07-01T18:21:53.388755",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcca Setting up engagement response tracking...\n\u2705 Tracking setup for 3 campaigns\n Target response rate: 35%\n__OUTPUTS__ {\"tracking_active\": true, \"campaigns_monitored\": 3, \"tracking_configs\": [{\"campaign_id\": \"REENG_WA_001\", \"customer_id\": \"CUST_456\", \"channel\": \"whatsapp\", \"tracking_duration_hours\": 72, \"response_indicators\": [\"message_read\", \"reply_received\", \"call_requested\"], \"auto_escalation\": true}, {\"campaign_id\": \"REENG_EMAIL_001\", \"customer_id\": \"CUST_457\", \"channel\": \"email\", \"tracking_duration_hours\": 48, \"response_indicators\": [\"email_opened\", \"link_clicked\", \"reply_received\"]}], \"tracking_metrics\": {\"response_rate_target\": 0.35, \"engagement_score_threshold\": 0.6, \"success_indicators\": [\"meeting_scheduled\", \"proposal_requested\", \"positive_sentiment\"]}}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "track_engagement_response",
"tracking_active": true,
"tracking_configs": [
{
"auto_escalation": true,
"campaign_id": "REENG_WA_001",
"channel": "whatsapp",
"customer_id": "CUST_456",
"response_indicators": [
"message_read",
"reply_received",
"call_requested"
],
"tracking_duration_hours": 72
},
{
"campaign_id": "REENG_EMAIL_001",
"channel": "email",
"customer_id": "CUST_457",
"response_indicators": [
"email_opened",
"link_clicked",
"reply_received"
],
"tracking_duration_hours": 48
}
],
"tracking_metrics": {
"engagement_score_threshold": 0.6,
"response_rate_target": 0.35,
"success_indicators": [
"meeting_scheduled",
"proposal_requested",
"positive_sentiment"
]
}
},
"update_deal_with_reengagement_activity": {
"execution_details": {
"actual_result": {
"output": "\ud83d\udcdd Updating deals with re-engagement activities...\n\u2705 Updated 3 deals with re-engagement activities\n \u2022 InnovateTech Corp: whatsapp activity logged\n \u2022 TechFlow Solutions: email activity logged\n \u2022 Digital Dynamics: phone_scheduled activity logged\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"whatsapp\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656837\", \"next_follow_up\": \"2025-07-04T18:21:52.656858\", \"reengagement_attempt\": 1, \"campaign_id\": \"REENG_WA_001\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"email\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656870\", \"campaign_id\": \"REENG_EMAIL_001\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"phone_scheduled\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656874\", \"call_scheduled\": true}]\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.33404,
"end_time": "2025-07-01T18:21:52.809593",
"message_sent": true,
"start_time": "2025-07-01T18:21:52.475553",
"timestamp": "2025-07-01T18:21:52.809593",
"worker_executed": true,
"workers_notified": true
},
"output": "\ud83d\udcdd Updating deals with re-engagement activities...\n\u2705 Updated 3 deals with re-engagement activities\n \u2022 InnovateTech Corp: whatsapp activity logged\n \u2022 TechFlow Solutions: email activity logged\n \u2022 Digital Dynamics: phone_scheduled activity logged\n__OUTPUTS__ [{\"deal_id\": \"DEAL_2025_001100\", \"customer_name\": \"InnovateTech Corp\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"whatsapp\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656837\", \"next_follow_up\": \"2025-07-04T18:21:52.656858\", \"reengagement_attempt\": 1, \"campaign_id\": \"REENG_WA_001\"}, {\"deal_id\": \"DEAL_2025_001101\", \"customer_name\": \"TechFlow Solutions\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"email\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656870\", \"campaign_id\": \"REENG_EMAIL_001\"}, {\"deal_id\": \"DEAL_2025_001102\", \"customer_name\": \"Digital Dynamics\", \"activity_type\": \"ai_reengagement\", \"channel_used\": \"phone_scheduled\", \"activity_logged\": true, \"updated_at\": \"2025-07-01T18:21:52.656874\", \"call_scheduled\": true}]\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "update_deal_with_reengagement_activity"
},
"update_reengagement_success_metrics": {
"campaign_batch_id": "BATCH_2025_06_25",
"campaigns_sent": 3,
"channels_used": {
"email": 1,
"phone_scheduled": 1,
"whatsapp": 1
},
"execution_details": {
"actual_result": {
"output": "\ud83d\udcc8 Updating re-engagement success metrics...\n\u2705 Metrics updated for batch BATCH_2025_06_25\n Revenue at risk: UNRESOLVED_metrics_update[\u0027total_revenue_at_risk\u0027]:,.0f\n Expected recovery rate: 28%\n__OUTPUTS__ {\"campaign_batch_id\": \"BATCH_2025_06_25\", \"campaigns_sent\": 3, \"total_revenue_at_risk\": 307500.0, \"channels_used\": {\"whatsapp\": 1, \"email\": 1, \"phone_scheduled\": 1}, \"expected_metrics\": {\"response_rate\": 0.33, \"conversion_rate\": 0.25, \"revenue_recovery_rate\": 0.28}, \"historical_performance\": {\"campaigns_this_month\": 48, \"success_rate\": 0.31, \"avg_response_time\": \"3.2 hours\", \"revenue_recovered_month\": 1250000.0, \"roi\": 15.2}, \"updated_at\": \"2025-07-01T18:21:53.498250\", \"next_analysis_scheduled\": \"2025-06-28T09:00:00Z\"}\n",
"return_code": 0,
"status": "completed",
"stderr": ""
},
"duration_seconds": 0.283076,
"end_time": "2025-07-01T18:21:53.618884",
"message_sent": true,
"start_time": "2025-07-01T18:21:53.335808",
"timestamp": "2025-07-01T18:21:53.618884",
"worker_executed": true,
"workers_notified": true
},
"expected_metrics": {
"conversion_rate": 0.25,
"response_rate": 0.33,
"revenue_recovery_rate": 0.28
},
"historical_performance": {
"avg_response_time": "3.2 hours",
"campaigns_this_month": 48,
"revenue_recovered_month": 1250000.0,
"roi": 15.2,
"success_rate": 0.31
},
"next_analysis_scheduled": "2025-06-28T09:00:00Z",
"output": "\ud83d\udcc8 Updating re-engagement success metrics...\n\u2705 Metrics updated for batch BATCH_2025_06_25\n Revenue at risk: UNRESOLVED_metrics_update[\u0027total_revenue_at_risk\u0027]:,.0f\n Expected recovery rate: 28%\n__OUTPUTS__ {\"campaign_batch_id\": \"BATCH_2025_06_25\", \"campaigns_sent\": 3, \"total_revenue_at_risk\": 307500.0, \"channels_used\": {\"whatsapp\": 1, \"email\": 1, \"phone_scheduled\": 1}, \"expected_metrics\": {\"response_rate\": 0.33, \"conversion_rate\": 0.25, \"revenue_recovery_rate\": 0.28}, \"historical_performance\": {\"campaigns_this_month\": 48, \"success_rate\": 0.31, \"avg_response_time\": \"3.2 hours\", \"revenue_recovered_month\": 1250000.0, \"roi\": 15.2}, \"updated_at\": \"2025-07-01T18:21:53.498250\", \"next_analysis_scheduled\": \"2025-06-28T09:00:00Z\"}\n",
"return_code": 0,
"status": "completed",
"stderr": "",
"task_id": "update_reengagement_success_metrics",
"total_revenue_at_risk": 307500.0,
"updated_at": "2025-07-01T18:21:53.498250"
}
}