Media Sentiment Intelligence: Real-Time Analysis and Automated Reporting

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Client
Skala Survei Indonesia
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Category
Real-Time Media Monitoring, NLP Sentiment Analysis, Automated Recommendations
1. The Business Challenge
SSI had an urgent need to monitor, analyze, and report on public opinion and media narratives in real-time for their political and corporate clients. The previous manual process was slow, susceptible to human interpretational subjectivity, and unable to handle the large volume of data from various platforms (online news, social media, forums). Consequently, daily or weekly reports took hours to compile, often causing SSI to be late in delivering the critical strategic insights needed by their clients.
2. The Incode Online Solution
Incode Online designed and implemented an AI-Powered Media Sentiment Intelligence Platform:
- NLP-Based Sentiment Model: We built and customized a Natural Language Processing (NLP) model that accurately classifies the tone (positive, negative, neutral) of every news item or post collected. The model was specifically tuned to the Indonesian political language context.
- Automated Reporting Engine: We automated the entire reporting cycle (data collection, analysis, visualization, and alerting). The platform generates instant dashboards and executive summaries, complete with Strategic Recommendations based on detected sentiment trends.
- Real-Time Data Integration: The platform ensures data is pulled and analyzed in real-time, providing a time advantage for SSI’s analyst team.
3. Measurable Results (ROI)
The platform implementation dramatically improved the speed and objectivity of SSI’s media research.
| Performance Metric | Before Intervention | After Intervention | Key Impact |
| Daily Reporting Cycle Time | Average 4 hours | Less than 5 minutes | 98% Time Efficiency Increase |
| Sentiment Analysis Objectivity | Prone to Analyst Subjectivity | Highly Objective (ML Model-Based) | Increased Report Credibility |
| Crisis Response Time | Delayed 12-24 hours | Real-Time Alerts (Within Minutes) | Ability to Manage Rapid Public Narratives |