<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-2025-08-13-7902

A new data point, document ID 717597424471182284, was captured by our listening platform from a Employee Survey source. The system ingested and processed this item at approximately 2021-09-19T01:09:43.576864Z. 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 Davis-Duarte.
Initial classification suggests the author is a(n) 'customer'. Geolocation data, though imprecise, points towards the Duncanchester, West Virginia area. Their digital influence score is calculated at 8111, placing them in the 'High-Impact' tier of stakeholders.

The content of the message reads: "Just saw the new 'Exclusive intangible customer loyalty' Campaign from Davis-Duarte. broken promises. It really makes you think about their stance on bandwidth and solutions. Seriously disappointed. #Davis-DuarteFail #bandwidth"
Our sentiment engine has assigned a score of -0.61, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 93.4%. The sentiment appears to be a direct reaction to the 'Exclusive intangible customer loyalty' Campaign.
The primary themes extracted from the text are: 'bandwidth' (relevance: 0.66), 'solutions' (relevance: 0.31). These were derived from lexical triggers such as 'address' and 'agree', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'brand_reputation_damage' has been flagged with a 'high' severity level. The automated protocol suggests we 'draft_responsive_statement' as a preliminary step.
- A potential 'service_delivery_failure' has been flagged with a 'high' severity level. The automated protocol suggests we 'product_team_review' as a preliminary step.</data>
<root><analysis_id>SEA-2025-08-13-7902</analysis_id><source_platform>Employee Survey</source_platform><document_id>717597424471182284</document_id><timestamp>2021-09-19T01:09:43.576864Z</timestamp><extracted_text>Just saw the new 'Exclusive intangible customer loyalty' Campaign from Davis-Duarte. broken promises. It really makes you think about their stance on bandwidth and solutions. Seriously disappointed. #Davis-DuarteFail #bandwidth</extracted_text><company_entity>Davis-Duarte</company_entity><sentiment_metrics><overall_score>-0.6074</overall_score><label>negative</label><confidence>0.9338</confidence><keywords_detected>address</keywords_detected><keywords_detected>agree</keywords_detected><keywords_detected>race</keywords_detected><emotions_detected><type>anger</type><score>0.8976</score></emotions_detected><emotions_detected><type>fear</type><score>0.886</score></emotions_detected><emotions_detected><type>sadness</type><score>0.8131</score></emotions_detected><emotions_detected><type>disgust</type><score>0.7539</score></emotions_detected></sentiment_metrics><topics_discussed><topic>bandwidth</topic><relevance_score>0.6603</relevance_score></topics_discussed><topics_discussed><topic>solutions</topic><relevance_score>0.3052</relevance_score></topics_discussed><campaign_or_event_context>'Exclusive intangible customer loyalty' Campaign</campaign_or_event_context><stakeholder_profile><type>customer</type><location>Duncanchester, West Virginia</location><influence_score>8111</influence_score></stakeholder_profile><identified_issues><issue_type>brand_reputation_damage</issue_type><severity>high</severity><recommended_action>draft_responsive_statement</recommended_action></identified_issues><identified_issues><issue_type>service_delivery_failure</issue_type><severity>high</severity><recommended_action>product_team_review</recommended_action></identified_issues></root>