<format type="xml">{analysis_id: string, source_platform: string, document_id: string, timestamp: date, extracted_text: string, company_entity: string, campaign_or_event_context: string optional, sentiment_metrics: {overall_score: number, label: string, confidence: number, keywords_detected: list[string], emotions_detected: list[{type: string, score: number}] optional}, stakeholder_profile: {type: string, location: string optional, influence_score: number optional} optional, topics_discussed: list[{topic: string, relevance_score: number}], identified_issues: list[{issue_type: string, severity: string, recommended_action: string}] optional}</format> <data>**CONFIDENTIAL: STAKEHOLDER SENTIMENT ANALYSIS BRIEFING**

**Analysis ID:** SEA-2025-08-13-1381

A new data point, document ID 492293803323541267, was captured by our listening platform from a Direct Correspondence source. The system ingested and processed this item at approximately 1973-03-14T13:53:36.167761Z. The analysis was completed using our NLP model v4.1, which has shown a 3% improvement in sarcasm detection in recent benchmarks. The subject of the feedback was identified as Goodman, Davis and Jones.
Initial classification suggests the author is a(n) 'general_public'. Their digital influence score is calculated at 8062, placing them in the 'High-Impact' tier of stakeholders.

The content of the message reads: "Just saw the new 'Synergized object-oriented array' Campaign from Goodman, Davis and Jones. broken promises. It really makes you think about their stance on systems and e-business. Seriously disappointed. #Goodman,Fail #systems"
Our sentiment engine has assigned a score of -0.49, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 90.2%. The sentiment appears to be a direct reaction to the 'Synergized object-oriented array' Campaign.
The primary themes extracted from the text are: 'e-business' (relevance: 0.75), 'systems' (relevance: 0.37). These were derived from lexical triggers such as 'fly' and 'improve', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'negative_employee_sentiment' has been flagged with a 'medium' severity level. The automated protocol suggests we 'customer_service_outreach' as a preliminary step.</data>
<root><analysis_id>SEA-2025-08-13-1381</analysis_id><source_platform>Direct Correspondence</source_platform><document_id>492293803323541267</document_id><timestamp>1973-03-14T13:53:36.167761Z</timestamp><extracted_text>Just saw the new 'Synergized object-oriented array' Campaign from Goodman, Davis and Jones. broken promises. It really makes you think about their stance on systems and e-business. Seriously disappointed. #Goodman,Fail #systems</extracted_text><company_entity>Goodman, Davis and Jones</company_entity><sentiment_metrics><overall_score>-0.4866</overall_score><label>negative</label><confidence>0.9018</confidence><keywords_detected>fly</keywords_detected><keywords_detected>improve</keywords_detected><keywords_detected>listen</keywords_detected><keywords_detected>six</keywords_detected></sentiment_metrics><topics_discussed><topic>e-business</topic><relevance_score>0.7485</relevance_score></topics_discussed><topics_discussed><topic>systems</topic><relevance_score>0.3703</relevance_score></topics_discussed><campaign_or_event_context>'Synergized object-oriented array' Campaign</campaign_or_event_context><stakeholder_profile><type>general_public</type><influence_score>8062</influence_score></stakeholder_profile><identified_issues><issue_type>negative_employee_sentiment</issue_type><severity>medium</severity><recommended_action>customer_service_outreach</recommended_action></identified_issues></root>