<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-2025-08-13-1591

A new data point, document ID 144664699850011398, was captured by our listening platform from a Employee Survey source. The system ingested and processed this item at approximately 2004-01-15T02:48:12.471888Z. 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 Pierce-Mathis.
Initial classification suggests the author is a(n) 'competitor'. Geolocation data, though imprecise, points towards the Johnathanstad, Florida area.

The content of the message reads: "Regarding Pierce-Mathis's latest move... broken promises. It really makes you think about their stance on applications and supply-chains. Seriously disappointed. #Pierce-MathisFail #applications"
Our sentiment engine has assigned a score of -0.43, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 92.3%. The sentiment appears to be a direct reaction to the 'Configurable global software' Campaign.
The primary themes extracted from the text are: 'supply-chains' (relevance: 0.90), 'applications' (relevance: 0.72). These were derived from lexical triggers such as 'our' and 'treat', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'brand_reputation_damage' has been flagged with a 'low' severity level. The automated protocol suggests we 'escalate_to_pr_team' as a preliminary step.
- A potential 'negative_employee_sentiment' has been flagged with a 'critical' severity level. The automated protocol suggests we 'monitor_situation' as a preliminary step.</data>
<root><analysis_id>SEA-2025-08-13-1591</analysis_id><source_platform>Employee Survey</source_platform><document_id>144664699850011398</document_id><timestamp>2004-01-15T02:48:12.471888Z</timestamp><extracted_text>Regarding Pierce-Mathis's latest move... broken promises. It really makes you think about their stance on applications and supply-chains. Seriously disappointed. #Pierce-MathisFail #applications</extracted_text><company_entity>Pierce-Mathis</company_entity><sentiment_metrics><overall_score>-0.4324</overall_score><label>negative</label><confidence>0.9227</confidence><keywords_detected>our</keywords_detected><keywords_detected>treat</keywords_detected><keywords_detected>vote</keywords_detected><keywords_detected>when</keywords_detected><emotions_detected><type>disgust</type><score>0.7805</score></emotions_detected><emotions_detected><type>sadness</type><score>0.6652</score></emotions_detected><emotions_detected><type>anger</type><score>0.5407</score></emotions_detected><emotions_detected><type>fear</type><score>0.134</score></emotions_detected></sentiment_metrics><topics_discussed><topic>supply-chains</topic><relevance_score>0.8955</relevance_score></topics_discussed><topics_discussed><topic>applications</topic><relevance_score>0.7237</relevance_score></topics_discussed><campaign_or_event_context>'Configurable global software' Campaign</campaign_or_event_context><stakeholder_profile><type>competitor</type><location>Johnathanstad, Florida</location></stakeholder_profile><identified_issues><issue_type>brand_reputation_damage</issue_type><severity>low</severity><recommended_action>escalate_to_pr_team</recommended_action></identified_issues><identified_issues><issue_type>negative_employee_sentiment</issue_type><severity>critical</severity><recommended_action>monitor_situation</recommended_action></identified_issues></root>