Turn global public-company signals into structured investment intelligence.
First to Invest monitors 10,000 public companies globally across more than 400 event categories and subcategories, combining NLP, data mining, human validation, and impact scoring to surface decision-ready signals from unstructured information.
Explore Our Data →Unlock hidden insights from unstructured information.
Our NLP, text analytics, and data-mining processes identify entities and events across a broad range of public information sources.
News Aggregation
Monitor relevant global news sources for company-level events and developments.
Blogs
Capture emerging information and sector-specific developments from specialist publications.
PR Announcements
Track official company announcements, partnerships, launches, and strategic events.
Company Websites
Extract corporate signals directly from company-owned public sources.
Financial Social Media
Monitor relevant financial and market-oriented social information channels.
Additional Open Sources
Expand coverage using other relevant public information channels and structured sources.
A three-step approach built for precision.
Automated technology accelerates discovery, while human review improves accuracy and impact scoring turns events into usable signals.
NLP Extraction
Advanced classifiers and filters identify pre-indexed companies and event types while removing unnecessary data.
Analyst Validation
Analysts manually review source material, validate extracted information, and identify relevant events not yet captured by automated processes.
Investment Signal Scoring
Each event is scored according to its potential impact on company performance, including likely bullish or bearish direction and short- or long-term duration.
From event detection to investment relevance.
Event scoring helps systematic and quantamental teams move beyond simple news extraction by adding a structured estimate of direction and expected duration of impact.
Consistent and reliable delivery.
First to Invest provides recurring public-company event intelligence Monday through Friday, 52 weeks a year.
Built for recurring investment workflows.
- Daily event intelligence delivery
- Company and event categorization
- Bullish / bearish impact scoring
- Short-term / long-term impact indication
- Human-validated source review
- Structured data suitable for systematic analysis
See what our public-company intelligence looks like.
Contact us to learn more about our capabilities, coverage, data structure, and delivery options.
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