<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-2025-08-13-3530

A new data point, document ID 557973293394857355, was captured by our listening platform from a Public Forum source. The system ingested and processed this item at approximately 2004-03-11T02:28:18.600400Z. 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 Arroyo-Perry.
Initial classification suggests the author is a(n) 'employee_current'.

The content of the message reads: "Just saw the new 'Extended high-level contingency' Campaign from Arroyo-Perry. unacceptable service. It really makes you think about their stance on channels and action-items. Seriously disappointed. #Arroyo-PerryFail #channels"
Our sentiment engine has assigned a score of -0.98, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 87.5%. The sentiment appears to be a direct reaction to the 'Extended high-level contingency' Campaign.
The primary themes extracted from the text are: 'action-items' (relevance: 0.97), 'channels' (relevance: 0.08). These were derived from lexical triggers such as 'consumer' and 'effort', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'brand_reputation_damage' has been flagged with a 'low' severity level. The automated protocol suggests we 'internal_audit_hr_comm' as a preliminary step.
- A potential 'brand_reputation_damage' 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-2025-08-13-3530</analysis_id><source_platform>Public Forum</source_platform><document_id>557973293394857355</document_id><timestamp>2004-03-11T02:28:18.600400Z</timestamp><extracted_text>Just saw the new 'Extended high-level contingency' Campaign from Arroyo-Perry. unacceptable service. It really makes you think about their stance on channels and action-items. Seriously disappointed. #Arroyo-PerryFail #channels</extracted_text><company_entity>Arroyo-Perry</company_entity><sentiment_metrics><overall_score>-0.9847</overall_score><label>negative</label><confidence>0.8749</confidence><keywords_detected>consumer</keywords_detected><keywords_detected>effort</keywords_detected><keywords_detected>too</keywords_detected><keywords_detected>voice</keywords_detected><keywords_detected>yeah</keywords_detected><emotions_detected><type>fear</type><score>0.8814</score></emotions_detected><emotions_detected><type>anger</type><score>0.8653</score></emotions_detected><emotions_detected><type>sadness</type><score>0.6597</score></emotions_detected></sentiment_metrics><topics_discussed><topic>action-items</topic><relevance_score>0.9734</relevance_score></topics_discussed><topics_discussed><topic>channels</topic><relevance_score>0.0769</relevance_score></topics_discussed><campaign_or_event_context>'Extended high-level contingency' Campaign</campaign_or_event_context><stakeholder_profile><type>employee_current</type></stakeholder_profile><identified_issues><issue_type>brand_reputation_damage</issue_type><severity>low</severity><recommended_action>internal_audit_hr_comm</recommended_action></identified_issues><identified_issues><issue_type>brand_reputation_damage</issue_type><severity>critical</severity><recommended_action>product_team_review</recommended_action></identified_issues></root>