A top hedge fund maintained 1000+ web scrapers across teams and pods, with multiple engineers dedicated full-time creating and maintaining them. Their web data strategy was limited by engineering bandwidth, missing critical signals while debugging broken scrapers.
SEC EDGAR
Reuters & Bloomberg
Company IR Pages
Change Detection
AI Extraction
Validation
Snowflake
REST API
| Source | Company | Data Point | Value | Change | Updated |
|---|---|---|---|---|---|
| SEC EDGAR | AAPL | Revenue (Q4 2025) | $124.3B | +4.2% | 2 min ago |
| Company IR | MSFT | Cloud ARR | $168.5B | +22.1% | 15 min ago |
| Reuters | TSLA | Deliveries (Q4) | 495,570 | -6.3% | 1 hr ago |
| SEC EDGAR | NVDA | Data Center Rev | $39.2B | +93.4% | 3 hrs ago |
| Company IR | JPM | Net Interest Income | $23.4B | +11.2% | 5 hrs ago |
Detect changes in public sources before they hit traditional data feeds. Get alerts on market-moving events in real-time.
Find relevant company documents and transform them into normalized, backtesting-ready datasets across any region.
Track pricing, inventory, and promotions as leading indicators. Detect consumer trends before earnings announcements.