How SourceChain Works
SourceChain is an automated news aggregation platform that monitors official cryptocurrency project channels and extracts structured event information in real-time.
Real-time Monitoring
We continuously monitor official project announcements from Twitter, Discord servers, and project blogs to capture news as it happens.
AI-Powered Extraction
Advanced language models analyze raw announcements to extract key details: event type, importance level, and relevant links.
Deduplication
Semantic similarity analysis prevents duplicate content, ensuring each event appears once even when announced across multiple channels.
Multi-language Support
Events are automatically translated into 6 languages, making crypto news accessible to a global audience.
Our Pipeline
- 1
Ingestion
Raw messages are collected from monitored channels and queued for processing.
- 2
Parsing
AI extracts structured data: project name, event type, news content, and importance.
- 3
Resolution
Project names are matched to our canonical database of 1000+ crypto projects.
- 4
Deduplication
Vector embeddings identify semantically similar events to prevent duplicates.
- 5
Publication
Verified events are published to our feed and translated for international users.
Data Quality
We prioritize accuracy and reliability in our news aggregation:
- Only official project channels are monitored — no rumors or speculation
- AI models are fine-tuned specifically for crypto announcement parsing
- Human oversight reviews edge cases and updates project metadata
- All events include direct links to original sources for verification