<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-2025-08-13-1312

A new data point, document ID 502112737585797982, was captured by our listening platform from a Employee Survey source. The system ingested and processed this item at approximately 2023-09-15T07:11:37.113062Z. 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 Wyatt Inc.
Initial classification suggests the author is a(n) 'employee_former'.

The content of the message reads: "Just saw the new announcement from Wyatt Inc. unacceptable service. It really makes you think about their stance on e-markets and solutions. Seriously disappointed. #WyattFail #e-markets"
Our sentiment engine has assigned a score of -0.52, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 91.3%.
The primary themes extracted from the text are: 'e-markets' (relevance: 0.47), 'solutions' (relevance: 0.40). These were derived from lexical triggers such as 'court' and 'husband', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'brand_reputation_damage' has been flagged with a 'medium' severity level. The automated protocol suggests we 'product_team_review' as a preliminary step.
- A potential 'misalignment_communication_action' has been flagged with a 'critical' severity level. The automated protocol suggests we 'product_team_review' as a preliminary step.</data>
<root><analysis_id>SEA-2025-08-13-1312</analysis_id><source_platform>Employee Survey</source_platform><document_id>502112737585797982</document_id><timestamp>2023-09-15T07:11:37.113062Z</timestamp><extracted_text>Just saw the new announcement from Wyatt Inc. unacceptable service. It really makes you think about their stance on e-markets and solutions. Seriously disappointed. #WyattFail #e-markets</extracted_text><company_entity>Wyatt Inc</company_entity><sentiment_metrics><overall_score>-0.5222</overall_score><label>negative</label><confidence>0.9129</confidence><keywords_detected>court</keywords_detected><keywords_detected>husband</keywords_detected><keywords_detected>matter</keywords_detected><keywords_detected>shoulder</keywords_detected><keywords_detected>theory</keywords_detected><emotions_detected><type>anger</type><score>0.3332</score></emotions_detected><emotions_detected><type>sadness</type><score>0.18</score></emotions_detected></sentiment_metrics><topics_discussed><topic>e-markets</topic><relevance_score>0.4677</relevance_score></topics_discussed><topics_discussed><topic>solutions</topic><relevance_score>0.4013</relevance_score></topics_discussed><stakeholder_profile><type>employee_former</type></stakeholder_profile><identified_issues><issue_type>brand_reputation_damage</issue_type><severity>medium</severity><recommended_action>product_team_review</recommended_action></identified_issues><identified_issues><issue_type>misalignment_communication_action</issue_type><severity>critical</severity><recommended_action>product_team_review</recommended_action></identified_issues></root>