<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-2025-08-13-2544

A new data point, document ID 720623015313547740, was captured by our listening platform from a Employee Survey source. The system ingested and processed this item at approximately 1971-10-20T02:26:48.246190Z. 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 Levy Group.

The content of the message reads: "My thoughts on Levy Group: unacceptable service. It really makes you think about their stance on solutions and communities. Seriously disappointed. #LevyFail #solutions"
Our sentiment engine has assigned a score of -0.45, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 94.3%. The sentiment appears to be a direct reaction to the 'Compatible interactive focus group' Campaign.
The primary themes extracted from the text are: 'communities' (relevance: 0.83), 'solutions' (relevance: 0.77). These were derived from lexical triggers such as 'capital' and 'fact', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'product_quality_complaint' has been flagged with a 'low' severity level. The automated protocol suggests we 'internal_audit_hr_comm' as a preliminary step.</data>
<root><analysis_id>SEA-2025-08-13-2544</analysis_id><source_platform>Employee Survey</source_platform><document_id>720623015313547740</document_id><timestamp>1971-10-20T02:26:48.246190Z</timestamp><extracted_text>My thoughts on Levy Group: unacceptable service. It really makes you think about their stance on solutions and communities. Seriously disappointed. #LevyFail #solutions</extracted_text><company_entity>Levy Group</company_entity><sentiment_metrics><overall_score>-0.4526</overall_score><label>negative</label><confidence>0.9432</confidence><keywords_detected>capital</keywords_detected><keywords_detected>fact</keywords_detected><keywords_detected>hotel</keywords_detected><keywords_detected>pull</keywords_detected><keywords_detected>quality</keywords_detected><emotions_detected><type>sadness</type><score>0.1405</score></emotions_detected></sentiment_metrics><topics_discussed><topic>communities</topic><relevance_score>0.8258</relevance_score></topics_discussed><topics_discussed><topic>solutions</topic><relevance_score>0.7742</relevance_score></topics_discussed><campaign_or_event_context>'Compatible interactive focus group' Campaign</campaign_or_event_context><identified_issues><issue_type>product_quality_complaint</issue_type><severity>low</severity><recommended_action>internal_audit_hr_comm</recommended_action></identified_issues></root>