<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-2025-08-13-3862

A new data point, document ID 597039922328446072, was captured by our listening platform from a Direct Correspondence source. The system ingested and processed this item at approximately 2019-11-21T05:07:59.643378Z. 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 Collins, Smith and Poole.
Initial classification suggests the author is a(n) 'employee_current'. Geolocation data, though imprecise, points towards the East Cassandraberg, Mississippi area. Their digital influence score is calculated at 8136, placing them in the 'High-Impact' tier of stakeholders.

The content of the message reads: "Regarding Collins, Smith and Poole's latest move... broken promises. It really makes you think about their stance on channels and models. Seriously disappointed. #Collins,Fail #channels"
Our sentiment engine has assigned a score of -0.55, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 94.3%.
The primary themes extracted from the text are: 'channels' (relevance: 0.96), 'models' (relevance: 0.40). These were derived from lexical triggers such as 'either' and 'event', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'negative_employee_sentiment' has been flagged with a 'low' severity level. The automated protocol suggests we 'internal_audit_hr_comm' as a preliminary step.
- A potential 'product_quality_complaint' 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-2025-08-13-3862</analysis_id><source_platform>Direct Correspondence</source_platform><document_id>597039922328446072</document_id><timestamp>2019-11-21T05:07:59.643378Z</timestamp><extracted_text>Regarding Collins, Smith and Poole's latest move... broken promises. It really makes you think about their stance on channels and models. Seriously disappointed. #Collins,Fail #channels</extracted_text><company_entity>Collins, Smith and Poole</company_entity><sentiment_metrics><overall_score>-0.55</overall_score><label>negative</label><confidence>0.9435</confidence><keywords_detected>either</keywords_detected><keywords_detected>event</keywords_detected><keywords_detected>everything</keywords_detected><keywords_detected>first</keywords_detected><emotions_detected><type>anger</type><score>0.6694</score></emotions_detected><emotions_detected><type>disgust</type><score>0.1429</score></emotions_detected></sentiment_metrics><topics_discussed><topic>channels</topic><relevance_score>0.963</relevance_score></topics_discussed><topics_discussed><topic>models</topic><relevance_score>0.3978</relevance_score></topics_discussed><stakeholder_profile><type>employee_current</type><location>East Cassandraberg, Mississippi</location><influence_score>8136</influence_score></stakeholder_profile><identified_issues><issue_type>negative_employee_sentiment</issue_type><severity>low</severity><recommended_action>internal_audit_hr_comm</recommended_action></identified_issues><identified_issues><issue_type>product_quality_complaint</issue_type><severity>critical</severity><recommended_action>product_team_review</recommended_action></identified_issues></root>