News Intelligence System
An AI-native news intelligence platform that aggregates, clusters, analyzes, and generates reports from multi-stream news data.
The Challenge
A research and consulting firm needed to aggregate news from hundreds of sources, extract actionable intelligence, and deliver trend-based reports to clients -replacing manual analyst workflows that couldn't scale.
What We Built
An AI-native news intelligence platform that aggregates, clusters, analyzes, and generates reports from multi-stream news data.
Core Platform
- Multi-stream news aggregation from RSS, APIs, and web
- Topic clustering and entity extraction for analysis
- Report generation and distribution workflows
- Configurable alert rules for breaking news and trends
- Role-based access with client-specific feed customization
AI & Agentic Capabilities
- AI entity extraction, NLP sentiment, and trend detection
- RAG pipelines with vector search for semantic discovery
- Biz building narrative summaries and trend reports
- Cross-source theme correlation and topic clustering
- Auto-tagging and categorization of articles by industry vertical
Impact & Results
Replaced manual news monitoring with automated intel feeds
Semantic search across thousands of articles for insights
Delivered AI-generated client reports in minutes not days
Enabled proactive trend alerts for strategic decisions
Reduced analyst research time by 50% with AI-curated feeds
Key Features
Analyst dashboard with topic clustering and search
NLP pipeline for entity extraction and sentiment
Auto-generated briefings and trend report exports
Alert engine with configurable news triggers
Client-facing portal with branded report distribution